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@book{DBLP:books/ws/GuptaDB24,
  author       = {Brij B. Gupta and
                  Amrita Dahiya and
                  Elhadj Benkhelifa},
  title        = {{SDN} and {NFV} - {A} New Dimension to Virtualization},
  series       = {World Scientific Series on Future Computing Paradigms and Applications},
  volume       = {2},
  publisher    = {WorldScientific},
  year         = {2024}
}
@book{DBLP:books/ws/GuptaM24,
  author       = {Brij B. Gupta and
                  Mamta},
  title        = {Big Data Management and Analytics},
  series       = {World Scientific Series on Future Computing Paradigms and Applications},
  volume       = {1},
  publisher    = {WorldScientific},
  year         = {2024}
}
@article{DBLP:journals/eswa/NazeriSK24,
  author       = {Mohammadreza Nazeri and
                  Mohammadreza Soltanaghaei and
                  Reihaneh Khorsand},
  title        = {A predictive energy-aware scheduling strategy for scientific workflows
                  in fog computing},
  journal      = {Expert Syst. Appl.},
  volume       = {247},
  pages        = {123192},
  year         = {2024}
}
@article{DBLP:journals/jossw/HollT24,
  author       = {Philipp Holl and
                  Nils Thuerey},
  title        = {{\(\Phi\)}-ML: Intuitive Scientific Computing with Dimension Types
                  for Jax, PyTorch, TensorFlow {\&} NumPy},
  journal      = {J. Open Source Softw.},
  volume       = {9},
  number       = {96},
  pages        = {6171},
  year         = {2024}
}
@article{DBLP:journals/pomacs/RoyT24,
  author       = {Rohan Basu Roy and
                  Devesh Tiwari},
  title        = {StarShip: Mitigating {I/O} Bottlenecks in Serverless Computing for
                  Scientific Workflows},
  journal      = {Proc. {ACM} Meas. Anal. Comput. Syst.},
  volume       = {8},
  number       = {1},
  pages        = {2:1--2:29},
  year         = {2024}
}
@article{DBLP:journals/simpra/MikramKS24,
  author       = {Hind Mikram and
                  Said El Kafhali and
                  Youssef Saadi},
  title        = {{HEPGA:} {A} new effective hybrid algorithm for scientific workflow
                  scheduling in cloud computing environment},
  journal      = {Simul. Model. Pract. Theory},
  volume       = {130},
  pages        = {102864},
  year         = {2024}
}
@article{DBLP:journals/softx/Shoshany24,
  author       = {Barak Shoshany},
  title        = {A {C++17} thread pool for high-performance scientific computing},
  journal      = {SoftwareX},
  volume       = {26},
  pages        = {101687},
  year         = {2024}
}
@article{DBLP:journals/tc/MallasenBP24,
  author       = {David Mallas{\'{e}}n and
                  Alberto A. Del Barrio and
                  Manuel Prieto{-}Mat{\'{\i}}as},
  title        = {Big-PERCIVAL: Exploring the Native Use of 64-Bit Posit Arithmetic
                  in Scientific Computing},
  journal      = {{IEEE} Trans. Computers},
  volume       = {73},
  number       = {6},
  pages        = {1472--1485},
  year         = {2024}
}
@inproceedings{DBLP:conf/isscc/JuXG24,
  author       = {Yuhao Ju and
                  Ganqi Xu and
                  Jie Gu},
  title        = {20.4 {A} 28nm Physics Computing Unit Supporting Emerging Physics-Informed
                  Neural Network and Finite Element Method for Real-Time Scientific
                  Computing on Edge Devices},
  booktitle    = {{ISSCC}},
  pages        = {366--368},
  publisher    = {{IEEE}},
  year         = {2024}
}
@inproceedings{DBLP:conf/sbsi/MonteiroSAP24,
  author       = {Cheila Marques Monteiro and
                  Concei{\c{c}}{\~{a}}o Neves Silva and
                  Rainer Xavier de Amorim and
                  Odette Mestrinho Passos},
  title        = {Source Code Metrics: {A} Study on Scientific Publications in Brazilian
                  Symposia and the Perception of Computing Students},
  booktitle    = {{SBSI}},
  pages        = {48:1--48:10},
  publisher    = {{ACM}},
  year         = {2024}
}
@inproceedings{DBLP:conf/wacv/ChanlatteCDCWDGHHHJJKKLPRRSSTSWWWYYYZ24,
  author       = {Marissa Ramirez de Chanlatte and
                  Phillip Colella and
                  Trevor Darrell and
                  Alexandra Carlson and
                  Peter H. N. de With and
                  Huayu Deng and
                  Shanyan Guan and
                  James Hays and
                  Tim Houben and
                  Thomas Huisman and
                  Nikita Jaipuria and
                  Hans Johansen and
                  Shuja Khalid and
                  Akshay Krishnan and
                  Chuming Li and
                  Maxim Pisarenco and
                  Amit Raj and
                  Frank Rudzicz and
                  Tim J. Schoonbeek and
                  Sandhya Sridhar and
                  Nathan Tseng and
                  Fons van der Sommen and
                  Chen Wang and
                  Yunbo Wang and
                  Tong Wu and
                  Xiaokang Yang and
                  Jiawei Yao and
                  Derek Young and
                  Xianling Zhang},
  title        = {Proceedings of the Workshop on 3D Geometry Generation for Scientific
                  Computing},
  booktitle    = {{WACV} (Workshops)},
  pages        = {762--766},
  publisher    = {{IEEE}},
  year         = {2024}
}
@proceedings{DBLP:conf/pasc/2024,
  editor       = {Katherine Evans and
                  Olaf Schenk},
  title        = {Proceedings of the Platform for Advanced Scientific Computing Conference,
                  {PASC} 2024, Zurich, Switzerland, June 3-5, 2024},
  publisher    = {{ACM}},
  year         = {2024}
}
@article{DBLP:journals/corr/abs-2402-16014,
  author       = {Tianyu Chen and
                  Haoyi Zhou and
                  Ying Li and
                  Hao Wang and
                  Chonghan Gao and
                  Shanghang Zhang and
                  Jianxin Li},
  title        = {Building Flexible Machine Learning Models for Scientific Computing
                  at Scale},
  journal      = {CoRR},
  volume       = {abs/2402.16014},
  year         = {2024}
}
@article{DBLP:journals/corr/abs-2403-15324,
  author       = {Liliane N. O. Kunstmann and
                  D{\'{e}}bora B. Pina and
                  Daniel de Oliveira and
                  Marta Mattoso},
  title        = {ProvDeploy: Provenance-oriented Containerization of High Performance
                  Computing Scientific Workflows},
  journal      = {CoRR},
  volume       = {abs/2403.15324},
  year         = {2024}
}
@article{DBLP:journals/corr/abs-2404-18170,
  author       = {Ianna Osborne and
                  Jim Pivarski and
                  Jerry (Jiahong) Ling},
  title        = {Bridging Worlds: Achieving Language Interoperability between Julia
                  and Python in Scientific Computing},
  journal      = {CoRR},
  volume       = {abs/2404.18170},
  year         = {2024}
}
@phdthesis{DBLP:phd/basesearch/Tawose23,
  author       = {Olamide Timothy Tawose},
  title        = {Harnessing the Power of Distributed Computing: Advancements in Scientific
                  Applications, Homomorphic Encryption, and Federated Learning Security},
  school       = {University of Nevada, Reno, {USA}},
  year         = {2023}
}
@book{DBLP:series/sbcs/Nazareth23,
  author       = {John Lawrence Nazareth},
  title        = {Concise Guide to Numerical Algorithmics - The Foundations and Spirit
                  of Scientific Computing},
  series       = {Springer Briefs in Computer Science},
  publisher    = {Springer},
  year         = {2023}
}
@article{DBLP:journals/access/EncinasquilleBJAC23,
  author       = {Rosa Virginia Encinas Quille and
                  Jos{\'{e}} Mel{\'{e}}ndez Barros and
                  Marcio Barbado Junior and
                  Felipe Valencia de Almeida and
                  Pedro Luiz Pizzigatti Corr{\^{e}}a},
  title        = {Detecting Favorite Topics in Computing Scientific Literature via Dynamic
                  Topic Modeling},
  journal      = {{IEEE} Access},
  volume       = {11},
  pages        = {41535--41545},
  year         = {2023}
}
@article{DBLP:journals/aisy/ChenTMG23,
  author       = {Ruiyang Chen and
                  Yingheng Tang and
                  Jianzhu Ma and
                  Weilu Gao},
  title        = {Scientific Computing with Diffractive Optical Neural Networks},
  journal      = {Adv. Intell. Syst.},
  volume       = {5},
  number       = {12},
  year         = {2023}
}
@article{DBLP:journals/computer/LeeK23,
  author       = {Kin Long Kelvin Lee and
                  Nalini Kumar},
  title        = {Artificial Intelligence for Scientific Discovery at High-Performance
                  Computing Scales},
  journal      = {Computer},
  volume       = {56},
  number       = {4},
  pages        = {116--122},
  year         = {2023}
}
@article{DBLP:journals/computing/SaadiJKZ23,
  author       = {Youssef Saadi and
                  Soufiane Jounaidi and
                  Said El Kafhali and
                  Hicham Zougagh},
  title        = {Reducing energy footprint in cloud computing: a study on the impact
                  of clustering techniques and scheduling algorithms for scientific
                  workflows},
  journal      = {Computing},
  volume       = {105},
  number       = {10},
  pages        = {2231--2261},
  year         = {2023}
}
@article{DBLP:journals/computing/TorreLopezRR23,
  author       = {Jos{\'{e}} de la Torre{-}L{\'{o}}pez and
                  Aurora Ram{\'{\i}}rez and
                  Jos{\'{e}} Ra{\'{u}}l Romero},
  title        = {Artificial intelligence to automate the systematic review of scientific
                  literature},
  journal      = {Computing},
  volume       = {105},
  number       = {10},
  pages        = {2171--2194},
  year         = {2023}
}
@article{DBLP:journals/concurrency/SB23,
  author       = {Nivethithai S and
                  Hariharan Bhagavathi},
  title        = {Optimized multi-objective Q-learning with enhanced beetle swarm optimization
                  based scientific workflows scheduling on cloud computing environment},
  journal      = {Concurr. Comput. Pract. Exp.},
  volume       = {35},
  number       = {1},
  year         = {2023}
}
@article{DBLP:journals/cse/StubbsJFPCH23,
  author       = {Joe Stubbs and
                  Anagha Jamthe and
                  Nathan Dean Freeman and
                  Mike Packard and
                  Gilbert Curbelo and
                  Cody Hammock},
  title        = {Scalable Scientific Interactive Research Computing With Project Scinco},
  journal      = {Comput. Sci. Eng.},
  volume       = {25},
  number       = {1},
  pages        = {43--50},
  year         = {2023}
}
@article{DBLP:journals/finr/HuaCLL23,
  author       = {Cheng Hua and
                  Xinwei Cao and
                  Bolin Liao and
                  Shuai Li},
  title        = {Advances on intelligent algorithms for scientific computing: an overview},
  journal      = {Frontiers Neurorobotics},
  volume       = {17},
  year         = {2023}
}
@article{DBLP:journals/ijhpca/DongarraT23,
  author       = {Jack J. Dongarra and
                  Bernard Tourancheau},
  title        = {Guest editors note: Special issue on clusters, clouds, and data for
                  scientific computing},
  journal      = {Int. J. High Perform. Comput. Appl.},
  volume       = {37},
  number       = {3-4},
  pages        = {211--212},
  year         = {2023}
}
@article{DBLP:journals/jaciii/WangLZZ23,
  author       = {Danjing Wang and
                  Huifang Li and
                  Youwei Zhang and
                  Baihai Zhang},
  title        = {Gradient-Based Scheduler for Scientific Workflows in Cloud Computing},
  journal      = {J. Adv. Comput. Intell. Intell. Informatics},
  volume       = {27},
  number       = {1},
  pages        = {64--73},
  year         = {2023}
}
@article{DBLP:journals/jaihc/MohammadzadehM23,
  author       = {Ali Mohammadzadeh and
                  Mohammad Masdari},
  title        = {Scientific workflow scheduling in multi-cloud computing using a hybrid
                  multi-objective optimization algorithm},
  journal      = {J. Ambient Intell. Humaniz. Comput.},
  volume       = {14},
  number       = {4},
  pages        = {3509--3529},
  year         = {2023}
}
@article{DBLP:journals/jbd/BabovicBDDDFFGI23,
  author       = {Zoran Babovic and
                  Branislav Bajat and
                  Vladan Dokic and
                  Filip Dordevic and
                  Drazen Draskovic and
                  Nenad Filipovic and
                  Borko Furht and
                  Nikola Gacic and
                  Igor Ikodinovic and
                  Marija Ilic and
                  Ayhan Irfanoglu and
                  Branislav Jelenkovic and
                  Aleksandar Kartelj and
                  Gerhard Klimeck and
                  Nenad Korolija and
                  Milos Kotlar and
                  Milos Kovacevic and
                  Vladan Kuzmanovic and
                  Marko Marinkovic and
                  Slobodan Markovic and
                  Avi Mendelson and
                  Veljko Milutinovic and
                  Aleksandar Neskovic and
                  Natasa Neskovic and
                  Nenad Mitic and
                  Bosko Nikolic and
                  Konstantin Novoselov and
                  Arun Prakash and
                  Ivan Ratkovic and
                  Zoran Stojadinovic and
                  Andrey Ustyuzhanin and
                  Stanislaw H. Zak},
  title        = {Research in computing-intensive simulations for nature-oriented civil-engineering
                  and related scientific fields, using machine learning and big data:
                  an overview of open problems},
  journal      = {J. Big Data},
  volume       = {10},
  number       = {1},
  pages        = {73},
  year         = {2023}
}
@article{DBLP:journals/jossw/BourneGHR23,
  author       = {Emily Bourne and
                  Yaman G{\"{u}}{\c{c}}l{\"{u}} and
                  Said Hadjout and
                  Ahmed Ratnani},
  title        = {Pyccel: a Python-to-X transpiler for scientific high-performance computing},
  journal      = {J. Open Source Softw.},
  volume       = {8},
  number       = {83},
  pages        = {4991},
  year         = {2023}
}
@article{DBLP:journals/nla/KhoromskijK23,
  author       = {Boris N. Khoromskij and
                  Venera Khoromskaia},
  title        = {Editorial: Tensor numerical methods and their application in scientific
                  computing and data science},
  journal      = {Numer. Linear Algebra Appl.},
  volume       = {30},
  number       = {3},
  year         = {2023}
}
@article{DBLP:journals/simulation/VivasC23,
  author       = {Aurelio Vivas and
                  Harold Castro},
  title        = {Estimating the overhead and coupling of scientific computing clusters},
  journal      = {Simul.},
  volume       = {99},
  number       = {3},
  pages        = {245--261},
  year         = {2023}
}
@article{DBLP:journals/tpds/DevarajS23,
  author       = {Rajesh Devaraj and
                  Arnab Sarkar},
  title        = {Comments on "IPPTS: An Efficient Algorithm for Scientific Workflow
                  Scheduling in Heterogeneous Computing Systems"},
  journal      = {{IEEE} Trans. Parallel Distributed Syst.},
  volume       = {34},
  number       = {3},
  pages        = {810--811},
  year         = {2023}
}
@inproceedings{DBLP:conf/cluster/TawoseYZ23,
  author       = {Olamide Timothy Tawose and
                  Lei Yang and
                  Dongfang Zhao},
  title        = {TopoCommit: {A} Topological Commit Protocol for Cross-Ledger Transactions
                  in Scientific Computing},
  booktitle    = {{CLUSTER}},
  pages        = {365--375},
  publisher    = {{IEEE}},
  year         = {2023}
}
@inproceedings{DBLP:conf/eucc/CantisaniRTMJ23,
  author       = {Nicola Cantisani and
                  Tobias K. S. Ritschel and
                  Christian A. Thilker and
                  Henrik Madsen and
                  John Bagterp J{\o}rgensen},
  title        = {Modeling, scientific computing and optimal control for renewable energy
                  systems with storage},
  booktitle    = {{ECC}},
  pages        = {1--7},
  publisher    = {{IEEE}},
  year         = {2023}
}
@inproceedings{DBLP:conf/hpdc/ZhangTD0F0TC23,
  author       = {Boyuan Zhang and
                  Jiannan Tian and
                  Sheng Di and
                  Xiaodong Yu and
                  Yunhe Feng and
                  Xin Liang and
                  Dingwen Tao and
                  Franck Cappello},
  title        = {{FZ-GPU:} {A} Fast and High-Ratio Lossy Compressor for Scientific
                  Computing Applications on GPUs},
  booktitle    = {{HPDC}},
  pages        = {129--142},
  publisher    = {{ACM}},
  year         = {2023}
}
@inproceedings{DBLP:conf/hpec/Shankar23,
  author       = {Sadasivan Shankar},
  title        = {Energy Estimates Across Layers of Computing: From Devices to Large-Scale
                  Applications in Machine Learning for Natural Language Processing,
                  Scientific Computing, and Cryptocurrency Mining\({}^{\mbox{1}}\)},
  booktitle    = {{HPEC}},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2023}
}
@inproceedings{DBLP:conf/icimmi/MajumderRASTS23,
  author       = {Sayan Majumder and
                  Kommisetti Murthy Raju and
                  Nancy Arya and
                  Nazeer Shaik and
                  Sanjay Tiwari and
                  Akanksha Singh},
  title        = {An overview Scientific Cloud computing Web-based cloud services issues
                  and challenges},
  booktitle    = {{ICIMMI}},
  pages        = {161:1--161:7},
  publisher    = {{ACM}},
  year         = {2023}
}
@inproceedings{DBLP:conf/icnsc/SihamCH23,
  author       = {Kouidri Siham and
                  Charef Chahinez and
                  Moueddene Mohamed Hassane},
  title        = {{DSOS} based Scientific Workflow Scheduling Optimization in Cloud
                  Computing},
  booktitle    = {{ICNSC}},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2023}
}
@inproceedings{DBLP:conf/iotbd/Fdida23,
  author       = {Serge Fdida},
  title        = {Slices: European Scientific Large-scale Infrastructure for Computing/Communication
                  Experimental Studies},
  booktitle    = {IoTBDS},
  pages        = {9--10},
  publisher    = {{SCITEPRESS}},
  year         = {2023}
}
@inproceedings{DBLP:conf/lawcc/FariasNLSBB23,
  author       = {Sara Luiz de Farias and
                  Maria Isabela Silva Nunes and
                  Nat{\'{a}}lia do Carmo Louzada and
                  Thalia Santos de Santana and
                  Ramayane Bonacin Braga and
                  Adriano Honorato Braga},
  title        = {The Brazilian professional, scientific, and technological education
                  system as an instrument for promoting gender equality in computing},
  booktitle    = {LAWCC@CLEI},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {3607},
  pages        = {192--203},
  publisher    = {CEUR-WS.org},
  year         = {2023}
}
@inproceedings{DBLP:conf/sc/DhakalRWERCFM23,
  author       = {Aditya Dhakal and
                  Philipp Raith and
                  Logan T. Ward and
                  Rolando P. Hong Enriquez and
                  Gourav Rattihalli and
                  Kyle Chard and
                  Ian T. Foster and
                  Dejan S. Milojicic},
  title        = {Fine-grained accelerator partitioning for Machine Learning and Scientific
                  Computing in Function as a Service Platform},
  booktitle    = {{SC} Workshops},
  pages        = {1606--1613},
  publisher    = {{ACM}},
  year         = {2023}
}
@inproceedings{DBLP:conf/sc/HossainBAUKVDGL23,
  author       = {Khalid Hossain and
                  Riccardo Balin and
                  Corey Adams and
                  Thomas D. Uram and
                  Kalyan Kumaran and
                  Venkatram Vishwanath and
                  Tanima Dey and
                  Subrata Goswami and
                  Janghaeng Lee and
                  Rebecca Ramer and
                  Koichi Yamada},
  title        = {Demonstration of Portable Performance of Scientific Machine Learning
                  on High Performance Computing Systems},
  booktitle    = {{SC} Workshops},
  pages        = {644--647},
  publisher    = {{ACM}},
  year         = {2023}
}
@inproceedings{DBLP:conf/sc/ParragaHHVACCNS23,
  author       = {Hannah Parraga and
                  John Hammonds and
                  Steven Henke and
                  Sinisa Veseli and
                  William E. Allcock and
                  Beno{\^{\i}}t C{\^{o}}t{\'{e}} and
                  Ryan Chard and
                  Suresh Narayanan and
                  Nicholas Schwarz},
  title        = {Empowering Scientific Discovery Through Computing at the Advanced
                  Photon Source},
  booktitle    = {{SC} Workshops},
  pages        = {2126--2132},
  publisher    = {{ACM}},
  year         = {2023}
}
@inproceedings{DBLP:conf/sc/Schlueter0P23,
  author       = {Benjamin Schlueter and
                  Jon Calhoun and
                  Alexandra Poulos},
  title        = {Evaluating the Resiliency of Posits for Scientific Computing},
  booktitle    = {{SC} Workshops},
  pages        = {477--487},
  publisher    = {{ACM}},
  year         = {2023}
}
@inproceedings{DBLP:conf/sesame/ElshamyAA23,
  author       = {Abdallah Elshamy and
                  Ahmed Alquraan and
                  Samer Al{-}Kiswany},
  title        = {A Study of Orchestration Approaches for Scientific Workflows in Serverless
                  Computing},
  booktitle    = {SESAME@EuroSys},
  pages        = {34--40},
  publisher    = {{ACM}},
  year         = {2023}
}
@inproceedings{DBLP:conf/xsede/FreemanSCG23,
  author       = {Nathan Dean Freeman and
                  Joe Stubbs and
                  Richard Cardone and
                  Christian Garcia},
  title        = {Detailed Functional Overview of an {API} and Workflow Engine for Scientific
                  Research Computing},
  booktitle    = {{PEARC}},
  pages        = {10--17},
  publisher    = {{ACM}},
  year         = {2023}
}
@incollection{DBLP:books/sp/23/Lopez-PernasSA23,
  author       = {Sonsoles L{\'{o}}pez{-}Pernas and
                  Mohammed Saqr and
                  Mikko Apiola},
  title        = {Scientometrics: {A} Concise Introduction and a Detailed Methodology
                  for Mapping the Scientific Field of Computing Education Research},
  booktitle    = {Past, Present and Future of Computing Education Research},
  pages        = {79--99},
  publisher    = {Springer},
  year         = {2023}
}
@proceedings{DBLP:conf/casc/2023,
  editor       = {Fran{\c{c}}ois Boulier and
                  Matthew England and
                  Ilias S. Kotsireas and
                  Timur M. Sadykov and
                  Evgenii V. Vorozhtsov},
  title        = {Computer Algebra in Scientific Computing - 25th International Workshop,
                  {CASC} 2023, Havana, Cuba, August 28 - September 1, 2023, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {14139},
  publisher    = {Springer},
  year         = {2023}
}
@proceedings{DBLP:conf/flexscience/2023,
  editor       = {Alexandru Costan and
                  Bogdan Nicolae and
                  Kento Sato},
  title        = {Proceedings of the 13th Workshop on {AI} and Scientific Computing
                  at Scale using Flexible Computing, FlexScience 2023, Orlando, FL,
                  USA, 20 June 2023},
  publisher    = {{ACM}},
  year         = {2023}
}
@proceedings{DBLP:conf/pasc/2023,
  editor       = {Axel Huebl and
                  Cristina Silvano and
                  Timothy Robinson},
  title        = {Proceedings of the Platform for Advanced Scientific Computing Conference,
                  {PASC} 2023, Davos, Switzerland, June 26-28, 2023},
  publisher    = {{ACM}},
  year         = {2023}
}
@proceedings{DBLP:conf/synasc/2023,
  title        = {25th International Symposium on Symbolic and Numeric Algorithms for
                  Scientific Computing, {SYNASC} 2023, Nancy, France, September 11-14,
                  2023},
  publisher    = {{IEEE}},
  year         = {2023}
}
@article{DBLP:journals/corr/abs-2302-00098,
  author       = {Simiao Ren and
                  Yang Deng and
                  Willie J. Padilla and
                  Leslie M. Collins and
                  Jordan M. Malof},
  title        = {Deep Active Learning for Scientific Computing in the Wild},
  journal      = {CoRR},
  volume       = {abs/2302.00098},
  year         = {2023}
}
@article{DBLP:journals/corr/abs-2302-10905,
  author       = {Ruiyang Chen and
                  Yingheng Tang and
                  Jianzhu Ma and
                  Weilu Gao},
  title        = {Scientific Computing with Diffractive Optical Neural Networks},
  journal      = {CoRR},
  volume       = {abs/2302.10905},
  year         = {2023}
}
@article{DBLP:journals/corr/abs-2303-08365,
  author       = {Kun Li and
                  Zhichun Li and
                  Yuetao Chen and
                  Zixuan Wang and
                  Yiwei Zhang and
                  Liang Yuan and
                  Haipeng Jia and
                  Yunquan Zhang and
                  Ting Cao and
                  Mao Yang},
  title        = {Gamify Stencil Dwarf on Cloud for Democratizing Scientific Computing},
  journal      = {CoRR},
  volume       = {abs/2303.08365},
  year         = {2023}
}
@article{DBLP:journals/corr/abs-2304-00338,
  author       = {Brian R. Bartoldson and
                  Yeping Hu and
                  Amar Saini and
                  Jose Cadena and
                  Yucheng Fu and
                  Jie Bao and
                  Zhijie Xu and
                  Brenda Ng and
                  Phan Nguyen},
  title        = {Scientific Computing Algorithms to Learn Enhanced Scalable Surrogates
                  for Mesh Physics},
  journal      = {CoRR},
  volume       = {abs/2304.00338},
  year         = {2023}
}
@article{DBLP:journals/corr/abs-2304-12557,
  author       = {Boyuan Zhang and
                  Jiannan Tian and
                  Sheng Di and
                  Xiaodong Yu and
                  Yunhe Feng and
                  Xin Liang and
                  Dingwen Tao and
                  Franck Cappello},
  title        = {{FZ-GPU:} {A} Fast and High-Ratio Lossy Compressor for Scientific
                  Computing Applications on GPUs},
  journal      = {CoRR},
  volume       = {abs/2304.12557},
  year         = {2023}
}
@article{DBLP:journals/corr/abs-2305-06946,
  author       = {David Mallas{\'{e}}n and
                  Alberto A. Del Barrio and
                  Manuel Prieto{-}Mat{\'{\i}}as},
  title        = {Big-PERCIVAL: Exploring the Native Use of 64-Bit Posit Arithmetic
                  in Scientific Computing},
  journal      = {CoRR},
  volume       = {abs/2305.06946},
  year         = {2023}
}
@article{DBLP:journals/corr/abs-2307-08315,
  author       = {Hongxiao Li and
                  Wanling Gao and
                  Lei Wang and
                  Jianfeng Zhan},
  title        = {IterLara: {A} Turing Complete Algebra for Big Data, AI, Scientific
                  Computing, and Database},
  journal      = {CoRR},
  volume       = {abs/2307.08315},
  year         = {2023}
}
@article{DBLP:journals/corr/abs-2307-11502,
  author       = {William F. Godoy and
                  Steven E. Hahn and
                  Michael M. Walsh and
                  Philip W. Fackler and
                  Jaron T. Krogel and
                  Peter W. Doak and
                  Paul R. C. Kent and
                  Alfredo A. Correa and
                  Ye Luo and
                  Mark Dewing},
  title        = {Software engineering to sustain a high-performance computing scientific
                  application: {QMCPACK}},
  journal      = {CoRR},
  volume       = {abs/2307.11502},
  year         = {2023}
}
@article{DBLP:journals/corr/abs-2308-03120,
  author       = {Ryan R. Curtin and
                  Marcus Edel and
                  Conrad Sanderson},
  title        = {Bandicoot: {C++} Library for {GPU} Linear Algebra and Scientific Computing},
  journal      = {CoRR},
  volume       = {abs/2308.03120},
  year         = {2023}
}
@article{DBLP:journals/corr/abs-2309-01681,
  author       = {Maciej Malawski and
                  Bartosz Balis},
  title        = {Serverless Computing for Scientific Applications},
  journal      = {CoRR},
  volume       = {abs/2309.01681},
  year         = {2023}
}
@article{DBLP:journals/corr/abs-2310-07516,
  author       = {Sadasivan Shankar},
  title        = {Energy Estimates Across Layers of Computing: From Devices to Large-Scale
                  Applications in Machine Learning for Natural Language Processing,
                  Scientific Computing, and Cryptocurrency Mining},
  journal      = {CoRR},
  volume       = {abs/2310.07516},
  year         = {2023}
}
@article{DBLP:journals/corr/abs-2310-08247,
  author       = {Paul Nuyujukian},
  title        = {Leveraging DevOps for Scientific Computing},
  journal      = {CoRR},
  volume       = {abs/2310.08247},
  year         = {2023}
}
@article{DBLP:journals/corr/abs-2312-15640,
  author       = {Maya Gokhale and
                  Ganesh Gopalakrishnan and
                  Jackson Mayo and
                  Santosh Nagarakatte and
                  Cindy Rubio{-}Gonz{\'{a}}lez and
                  Stephen F. Siegel},
  title        = {Report of the {DOE/NSF} Workshop on Correctness in Scientific Computing,
                  June 2023, Orlando, {FL}},
  journal      = {CoRR},
  volume       = {abs/2312.15640},
  year         = {2023}
}
@book{DBLP:books/sp/Smith22,
  author       = {Einar Smith},
  title        = {Introduction to the Tools of Scientific Computing, Second Edition},
  series       = {Texts in Computational Science and Engineering},
  volume       = {25},
  publisher    = {Springer},
  year         = {2022}
}
@book{DBLP:books/ws/Thuillard22,
  author       = {Marc Thuillard},
  title        = {Wavelets in Soft Computing, Second Edition},
  series       = {World Scientific Series in Robotics and Intelligent Systems},
  volume       = {29},
  publisher    = {WorldScientific},
  year         = {2022}
}
@phdthesis{DBLP:phd/basesearch/Singhal22,
  author       = {Swati Singhal},
  title        = {A flexible Approach for Orchestrating adaptive Scientific Workflows
                  for Scalable Computing},
  school       = {University of Maryland, College Park, MD, {USA}},
  year         = {2022}
}
@book{DBLP:series/utcs/WangZM22,
  author       = {Liang Wang and
                  Jianxin Zhao and
                  Richard Mortier},
  title        = {OCaml Scientific Computing - Functional Programming in Data Science
                  and Artificial Intelligence},
  series       = {Undergraduate Topics in Computer Science},
  publisher    = {Springer},
  year         = {2022}
}
@article{DBLP:journals/access/AhmadJMOU22,
  author       = {Zulfiqar Ahmad and
                  Ali Imran Jehangiri and
                  Nader Mohamed and
                  Mohamed Othman and
                  Arif Iqbal Umar},
  title        = {Fault Tolerant and Data Oriented Scientific Workflows Management and
                  Scheduling System in Cloud Computing},
  journal      = {{IEEE} Access},
  volume       = {10},
  pages        = {77614--77632},
  year         = {2022}
}
@article{DBLP:journals/cphysics/WangICA22,
  author       = {Qing Wang and
                  Matthias Ihme and
                  Yi{-}Fan Chen and
                  John R. Anderson},
  title        = {A TensorFlow simulation framework for scientific computing of fluid
                  flows on tensor processing units},
  journal      = {Comput. Phys. Commun.},
  volume       = {274},
  pages        = {108292},
  year         = {2022}
}
@article{DBLP:journals/cse/Dubey22,
  author       = {Anshu Dubey},
  title        = {Good Practices for High-Quality Scientific Computing},
  journal      = {Comput. Sci. Eng.},
  volume       = {24},
  number       = {6},
  pages        = {72--76},
  year         = {2022}
}
@article{DBLP:journals/cse/LeroySBC22,
  author       = {Dorian Leroy and
                  June Sallou and
                  Johann Bourcier and
                  Beno{\^{\i}}t Combemale},
  title        = {On the Role of Computer Languages in Scientific Computing},
  journal      = {Comput. Sci. Eng.},
  volume       = {24},
  number       = {4},
  pages        = {55--59},
  year         = {2022}
}
@article{DBLP:journals/fams/KhoromskaiaK22,
  author       = {Venera Khoromskaia and
                  Boris N. Khoromskij},
  title        = {Ubiquitous Nature of the Reduced Higher Order {SVD} in Tensor-Based
                  Scientific Computing},
  journal      = {Frontiers Appl. Math. Stat.},
  volume       = {8},
  pages        = {826988},
  year         = {2022}
}
@article{DBLP:journals/fams/NapoliBLU22,
  author       = {Edoardo Di Napoli and
                  Paolo Bientinesi and
                  Jiajia Li and
                  Andr{\'{e}} Uschmajew},
  title        = {Editorial: High-performance tensor computations in scientific computing
                  and data science},
  journal      = {Frontiers Appl. Math. Stat.},
  volume       = {8},
  year         = {2022}
}
@article{DBLP:journals/internet/MalawskiB22,
  author       = {Maciej Malawski and
                  Bartosz Balis},
  title        = {Serverless Computing for Scientific Applications},
  journal      = {{IEEE} Internet Comput.},
  volume       = {26},
  number       = {4},
  pages        = {53--58},
  year         = {2022}
}
@article{DBLP:journals/jksucis/TaloukiSM22,
  author       = {Reza Noorian Talouki and
                  Mirsaeid Hosseini Shirvani and
                  Homayun Motameni},
  title        = {A heuristic-based task scheduling algorithm for scientific workflows
                  in heterogeneous cloud computing platforms},
  journal      = {J. King Saud Univ. Comput. Inf. Sci.},
  volume       = {34},
  number       = {8 Part {A}},
  pages        = {4902--4913},
  year         = {2022}
}
@article{DBLP:journals/js/Chen22c,
  author       = {Chen Chen},
  title        = {An Informatization Model of Scientific Computing for Mining Association
                  Rules Used in Teaching Management Evaluation},
  journal      = {J. Sensors},
  volume       = {2022},
  pages        = {1--11},
  year         = {2022}
}
@article{DBLP:journals/siamsc/GillisR22,
  author       = {Thomas Gillis and
                  Wim M. van Rees},
  title        = {{MURPHY} - {A} Scalable Multiresolution Framework for Scientific Computing
                  on 3D Block-Structured Collocated Grids},
  journal      = {{SIAM} J. Sci. Comput.},
  volume       = {44},
  number       = {5},
  pages        = {367},
  year         = {2022}
}
@article{DBLP:journals/tmis/DuTLGWH22,
  author       = {Xin Du and
                  Songtao Tang and
                  Zhihui Lu and
                  Keke Gai and
                  Jie Wu and
                  Patrick C. K. Hung},
  title        = {Scientific Workflows in IoT Environments: {A} Data Placement Strategy
                  Based on Heterogeneous Edge-Cloud Computing},
  journal      = {{ACM} Trans. Manag. Inf. Syst.},
  volume       = {13},
  number       = {4},
  pages        = {42:1--42:26},
  year         = {2022}
}
@article{DBLP:journals/tpds/KadupitiyaJS22,
  author       = {J. C. S. Kadupitiya and
                  Vikram Jadhao and
                  Prateek Sharma},
  title        = {SciSpot: Scientific Computing On Temporally Constrained Cloud Preemptible
                  VMs},
  journal      = {{IEEE} Trans. Parallel Distributed Syst.},
  volume       = {33},
  number       = {12},
  pages        = {3575--3588},
  year         = {2022}
}
@article{DBLP:journals/trets/SunKJ22,
  author       = {Gongjin Sun and
                  Seongyoung Kang and
                  Sang{-}Woo Jun},
  title        = {BurstZ+: Eliminating The Communication Bottleneck of Scientific Computing
                  Accelerators via Accelerated Compression},
  journal      = {{ACM} Trans. Reconfigurable Technol. Syst.},
  volume       = {15},
  number       = {2},
  pages        = {21:1--21:34},
  year         = {2022}
}
@article{DBLP:journals/wpc/SaroaA22,
  author       = {Mandeep Kaur Saroa and
                  Rajni Aron},
  title        = {An Energy-Efficient Load Balancing Approach for Scientific Workflows
                  in Fog Computing},
  journal      = {Wirel. Pers. Commun.},
  volume       = {125},
  number       = {4},
  pages        = {3549--3573},
  year         = {2022}
}
@inproceedings{DBLP:conf/carla/VivasC22,
  author       = {Aurelio Vivas and
                  Harold Castro},
  title        = {Quantitative Characterization of Scientific Computing Clusters},
  booktitle    = {{CARLA}},
  series       = {Communications in Computer and Information Science},
  volume       = {1660},
  pages        = {47--62},
  publisher    = {Springer},
  year         = {2022}
}
@inproceedings{DBLP:conf/conext/PatelATWKS22,
  author       = {Shivam Patel and
                  Rigden Atsatsang and
                  Kenneth M. Tichauer and
                  Michael H. L. S. Wang and
                  James B. Kowalkowski and
                  Nik Sultana},
  title        = {In-network fractional calculations using {P4} for scientific computing
                  workloads},
  booktitle    = {EuroP4@CoNEXT},
  pages        = {33--38},
  publisher    = {{ACM}},
  year         = {2022}
}
@inproceedings{DBLP:conf/eScience/AbarenkovFNA22,
  author       = {Kessy Abarenkov and
                  Anne Fouilloux and
                  Helmut Neukirchen and
                  Abdulrahman Azab},
  title        = {Reproducible Cross-border High Performance Computing for Scientific
                  Portals},
  booktitle    = {e-Science},
  pages        = {487--492},
  publisher    = {{IEEE}},
  year         = {2022}
}
@inproceedings{DBLP:conf/fedcsis/KruzelN22,
  author       = {Filip Kruzel and
                  Mateusz Nytko},
  title        = {Intel Iris Xe-LP as a platform for scientific computing},
  booktitle    = {FedCSIS (Communication Papers)},
  series       = {Annals of Computer Science and Information Systems},
  volume       = {32},
  pages        = {121--128},
  year         = {2022}
}
@inproceedings{DBLP:conf/hpdc/CostanNS22,
  author       = {Alexandru Costan and
                  Bogdan Nicolae and
                  Kento Sato},
  title        = {FlexScience'22: 12th Workshop on {AI} and Scientific Computing at
                  Scale using Flexible Computing Infrastructures},
  booktitle    = {{HPDC}},
  pages        = {287},
  publisher    = {{ACM}},
  year         = {2022}
}
@inproceedings{DBLP:conf/hpdc/ShaoKSW22,
  author       = {Robin Shao and
                  Jinoh Kim and
                  Alex Sim and
                  Kesheng Wu},
  title        = {Predicting Slow Network Transfers in Scientific Computing},
  booktitle    = {SNTA@HPDC},
  pages        = {13--20},
  publisher    = {{ACM}},
  year         = {2022}
}
@inproceedings{DBLP:conf/hpec/KenyonC22,
  author       = {Connor Kenyon and
                  Collin Capano},
  title        = {Apple Silicon Performance in Scientific Computing},
  booktitle    = {{HPEC}},
  pages        = {1--10},
  publisher    = {{IEEE}},
  year         = {2022}
}
@inproceedings{DBLP:conf/ipps/White22,
  author       = {Laurent White},
  title        = {{HCW} 2022 Keynote Speaker: Heterogeneous Computing for Scientific
                  Machine Learning},
  booktitle    = {{IPDPS} Workshops},
  pages        = {5},
  publisher    = {{IEEE}},
  year         = {2022}
}
@inproceedings{DBLP:conf/isqed/MiryalaZMRDCZYF22,
  author       = {Sandeep Miryala and
                  Md. Adnan Zaman and
                  Sandeep Mittal and
                  Yihui Ren and
                  Grzegorz Deptuch and
                  Gabriella Carini and
                  Sioan Zohar and
                  Shinjae Yoo and
                  Jack Fried and
                  Jin Huang and
                  Srinivas Katkoori},
  title        = {Peak Prediction Using Multi Layer Perceptron {(MLP)} for Edge Computing
                  ASICs Targeting Scientific Applications},
  booktitle    = {{ISQED}},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2022}
}
@inproceedings{DBLP:conf/mipro/RiedelBNCL22,
  author       = {Morris Riedel and
                  Matthias Book and
                  Helmut Neukirchen and
                  Gabriele Cavallaro and
                  Andreas Lintermann},
  title        = {Practice and Experience using High Performance Computing and Quantum
                  Computing to Speed-up Data Science Methods in Scientific Applications},
  booktitle    = {{MIPRO}},
  pages        = {281--286},
  publisher    = {{IEEE}},
  year         = {2022}
}
@inproceedings{DBLP:conf/sc/PattonDKGLCYCPS22,
  author       = {Robert M. Patton and
                  Prasanna Date and
                  Shruti R. Kulkarni and
                  Chathika Gunaratne and
                  Seung{-}Hwan Lim and
                  Guojing Cong and
                  Steven R. Young and
                  Mark Coletti and
                  Thomas E. Potok and
                  Catherine D. Schuman},
  title        = {Neuromorphic Computing for Scientific Applications},
  booktitle    = {RSDHA@SC},
  pages        = {22--28},
  publisher    = {{IEEE}},
  year         = {2022}
}
@inproceedings{DBLP:conf/sc/WangZ22,
  author       = {Lesi Wang and
                  Dongfang Zhao},
  title        = {Practical Federated Learning Infrastructure for Privacy-Preserving
                  Scientific Computing},
  booktitle    = {{AI4S}},
  pages        = {38--43},
  publisher    = {{IEEE}},
  year         = {2022}
}
@inproceedings{DBLP:conf/smc2/YoungMLBV22,
  author       = {Aaron R. Young and
                  Narasinga Rao Miniskar and
                  Frank Liu and
                  Willem Blokland and
                  Jeffrey S. Vetter},
  title        = {Adrastea: An Efficient {FPGA} Design Environment for Heterogeneous
                  Scientific Computing and Machine Learning},
  booktitle    = {{SMC}},
  series       = {Communications in Computer and Information Science},
  volume       = {1690},
  pages        = {227--243},
  publisher    = {Springer},
  year         = {2022}
}
@inproceedings{DBLP:conf/ucc/AlarconNPDC22,
  author       = {Mauro Lemus Alarcon and
                  Minh Nguyen and
                  Ashish Pandey and
                  Saptarshi Debroy and
                  Prasad Calyam},
  title        = {VECFlex: Reconfigurability and Scalability for Trustworthy Volunteer
                  Edge-Cloud supporting Data-intensive Scientific Computing},
  booktitle    = {{UCC}},
  pages        = {151--156},
  publisher    = {{IEEE}},
  year         = {2022}
}
@inproceedings{DBLP:conf/wac2/Chen22a,
  author       = {Di Chen},
  title        = {Practice on the Data Service of University Scientific Research Management
                  Based on Cloud Computing},
  booktitle    = {{WAC}},
  pages        = {424--428},
  publisher    = {{IEEE}},
  year         = {2022}
}
@inproceedings{DBLP:conf/xsede/AydemirBBGW22,
  author       = {Brian Aydemir and
                  Jim Basney and
                  Brian Bockelman and
                  Jeff Gaynor and
                  Derek Weitzel},
  title        = {SciAuth: {A} Lightweight End-to-End Capability-Based Authorization
                  Environment for Scientific Computing},
  booktitle    = {{PEARC}},
  pages        = {45:1--45:5},
  publisher    = {{ACM}},
  year         = {2022}
}
@inproceedings{DBLP:conf/xsede/FreemanSC22,
  author       = {Nathan Dean Freeman and
                  Joe Stubbs and
                  Richard Cardone},
  title        = {Workflow management for scientific research computing with Tapis Workflows:
                  Architecture and Design Decisions behind Software for Research Computing
                  Pipelines},
  booktitle    = {{PEARC}},
  pages        = {32:1--32:4},
  publisher    = {{ACM}},
  year         = {2022}
}
@proceedings{DBLP:conf/birthday/2022obaidat,
  editor       = {Petros Nicopolitidis and
                  Sudip Misra and
                  Laurence T. Yang and
                  Bernard P. Zeigler and
                  Zhaolng Ning},
  title        = {Advances in Computing, Informatics, Networking and Cybersecurity -
                  {A} Book Honoring Professor Mohammad S. Obaidat's Significant Scientific
                  Contributions},
  series       = {Lecture Notes in Networks and Systems},
  volume       = {289},
  publisher    = {Springer},
  year         = {2022}
}
@proceedings{DBLP:conf/casc/2022,
  editor       = {Fran{\c{c}}ois Boulier and
                  Matthew England and
                  Timur M. Sadykov and
                  Evgenii V. Vorozhtsov},
  title        = {Computer Algebra in Scientific Computing - 24th International Workshop,
                  {CASC} 2022, Gebze, Turkey, August 22-26, 2022, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {13366},
  publisher    = {Springer},
  year         = {2022}
}
@proceedings{DBLP:conf/flexscience/2022,
  editor       = {Alexandru Costan and
                  Bogdan Nicolae and
                  Kento Sato},
  title        = {FlexScience '22: Proceedings of the 12th Workshop on {AI} and Scientific
                  Computing at Scale using Flexible Computing Infrastructures, Minneapolis,
                  MN, USA, 1 July 2022},
  publisher    = {{ACM}},
  year         = {2022}
}
@proceedings{DBLP:conf/lssc/2021,
  editor       = {Ivan Lirkov and
                  Svetozar Margenov},
  title        = {Large-Scale Scientific Computing - 13th International Conference,
                  {LSSC} 2021, Sozopol, Bulgaria, June 7-11, 2021, Revised Selected
                  Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {13127},
  publisher    = {Springer},
  year         = {2022}
}
@proceedings{DBLP:conf/pasc/2022,
  editor       = {Timothy Robinson},
  title        = {{PASC} '22: Platform for Advanced Scientific Computing Conference,
                  Basel, Switzerland, June 27 - 29, 2022},
  publisher    = {{ACM}},
  year         = {2022}
}
@proceedings{DBLP:conf/ppsc/2022,
  editor       = {Xiaoye S. Li and
                  Keita Teranishi},
  title        = {Proceedings of the 2022 {SIAM} Conference on Parallel Processing for
                  Scientific Computing, {PPSC} 2022, Seattle, WA, USA, February 23-26,
                  2022},
  publisher    = {{SIAM}},
  year         = {2022}
}
@proceedings{DBLP:conf/synasc/2022,
  editor       = {Bruno Buchberger and
                  Mircea Marin and
                  Viorel Negru and
                  Daniela Zaharie},
  title        = {24th International Symposium on Symbolic and Numeric Algorithms for
                  Scientific Computing, {SYNASC} 2022, Hagenberg / Linz, Austria, September
                  12-15, 2022},
  publisher    = {{IEEE}},
  year         = {2022}
}
@article{DBLP:journals/corr/abs-2201-07435,
  author       = {Rafael Ferreira da Silva and
                  Kyle Chard and
                  Henri Casanova and
                  Dan Laney and
                  Dong H. Ahn and
                  Shantenu Jha and
                  William E. Allcock and
                  Gregory Bauer and
                  Dmitry Duplyakin and
                  Bjoern Enders and
                  Todd M. Heer and
                  Eric Lancon and
                  Sergiu Sanielevici and
                  Kevin Sayers},
  title        = {Workflows Community Summit: Tightening the Integration between Computing
                  Facilities and Scientific Workflows},
  journal      = {CoRR},
  volume       = {abs/2201.07435},
  year         = {2022}
}
@article{DBLP:journals/corr/abs-2201-12663,
  author       = {Venera Khoromskaia and
                  Boris N. Khoromskij},
  title        = {Reduced Higher Order {SVD:} ubiquitous rank-reduction method in tensor-based
                  scientific computing},
  journal      = {CoRR},
  volume       = {abs/2201.12663},
  year         = {2022}
}
@article{DBLP:journals/corr/abs-2203-12593,
  author       = {Runyu Yu and
                  Yawen Li and
                  Ang Li},
  title        = {Semantic Similarity Computing for Scientific Academic Conferences
                  fused with domain features},
  journal      = {CoRR},
  volume       = {abs/2203.12593},
  year         = {2022}
}
@article{DBLP:journals/corr/abs-2205-07131,
  author       = {Xin Du},
  title        = {Scientific Workflows in Heterogeneous Edge-Cloud Computing: {A} Data
                  Placement Strategy Based on Reinforcement learning},
  journal      = {CoRR},
  volume       = {abs/2205.07131},
  year         = {2022}
}
@article{DBLP:journals/corr/abs-2205-07267,
  author       = {Verity Allan},
  title        = {The Cavendish Computors: The women working in scientific computing
                  for Radio Astronomy},
  journal      = {CoRR},
  volume       = {abs/2205.07267},
  year         = {2022}
}
@article{DBLP:journals/corr/abs-2206-03915,
  author       = {Massimiliano Lupo Pasini and
                  M. Paul Laiu},
  title        = {Anderson acceleration with approximate calculations: applications
                  to scientific computing},
  journal      = {CoRR},
  volume       = {abs/2206.03915},
  year         = {2022}
}
@article{DBLP:journals/corr/abs-2207-01737,
  author       = {Val{\'{e}}rie Hayot{-}Sasson and
                  Mathieu Dugr{\'{e}} and
                  Tristan Glatard},
  title        = {Sea: {A} lightweight data-placement library for Big Data scientific
                  computing},
  journal      = {CoRR},
  volume       = {abs/2207.01737},
  year         = {2022}
}
@article{DBLP:journals/corr/abs-2209-00596,
  author       = {Kessy Abarenkov and
                  Anne Fouilloux and
                  Helmut Neukirchen and
                  Abdulrahman Azab},
  title        = {Reproducible Cross-border High Performance Computing for Scientific
                  Portals},
  journal      = {CoRR},
  volume       = {abs/2209.00596},
  year         = {2022}
}
@article{DBLP:journals/corr/abs-2211-00720,
  author       = {Connor Kenyon and
                  Collin Capano},
  title        = {Apple Silicon Performance in Scientific Computing},
  journal      = {CoRR},
  volume       = {abs/2211.00720},
  year         = {2022}
}
@article{DBLP:journals/corr/abs-2211-07377,
  author       = {Salah A Faroughi and
                  Nikhil Pawar and
                  C{\'{e}}lio Fernandes and
                  Subasish Das and
                  Nima K. Kalantari and
                  Seyed Kourosh Mahjour},
  title        = {Physics-Guided, Physics-Informed, and Physics-Encoded Neural Networks
                  in Scientific Computing},
  journal      = {CoRR},
  volume       = {abs/2211.07377},
  year         = {2022}
}
@article{DBLP:journals/corr/abs-2212-08842,
  author       = {Nicola Cantisani and
                  Tobias K. S. Ritschel and
                  Christian A. Thilker and
                  Henrik Madsen and
                  John Bagterp J{\o}rgensen},
  title        = {Modeling, scientific computing and optimal control for renewable energy
                  systems with storage},
  journal      = {CoRR},
  volume       = {abs/2212.08842},
  year         = {2022}
}
@phdthesis{DBLP:phd/basesearch/Kallen21,
  author       = {Malin K{\"{a}}ll{\'{e}}n},
  title        = {Towards Higher Code Quality in Scientific Computing},
  school       = {Uppsala University, Sweden},
  year         = {2021}
}
@phdthesis{DBLP:phd/hal/Gnimassoun21,
  author       = {Ban'd{\'{e}}l{\'{e}} Jean Edgard Gnimassoun},
  title        = {Ordonnancement d'Applications Parall{\`{e}}les (Workflows Scientifiques)
                  sur les ressources IaaS du Cloud Computing. (Scheduling of Parallel
                  Applications (Scientific Workflows) on Cloud Computing IaaS resources)},
  school       = {Institut National Polytechnique F{\'{e}}lix Houphou{\"{e}}t
                  Boigny, Yamoussoukro, C{\^{o}}te d'Ivoire},
  year         = {2021}
}
@phdthesis{DBLP:phd/it/Stornaiuolo21,
  author       = {Luca Stornaiuolo},
  title        = {Hardware/software co-design for scientific computing and convolutional
                  neural networks on FPGA-based embedded architectures},
  school       = {Polytechnic University of Milan, Italy},
  year         = {2021}
}
@book{DBLP:series/utcs/Weinzierl21,
  author       = {Tobias Weinzierl},
  title        = {Principles of Parallel Scientific Computing - {A} First Guide to Numerical
                  Concepts and Programming Methods},
  series       = {Undergraduate Topics in Computer Science},
  publisher    = {Springer},
  year         = {2021}
}
@article{DBLP:journals/access/AhmadJAOLZU21,
  author       = {Zulfiqar Ahmad and
                  Ali Imran Jehangiri and
                  Mohammed Ala'Anzy and
                  Mohamed Othman and
                  Rohaya Latip and
                  Sardar Khaliq uz Zaman and
                  Arif Iqbal Umar},
  title        = {Scientific Workflows Management and Scheduling in Cloud Computing:
                  Taxonomy, Prospects, and Challenges},
  journal      = {{IEEE} Access},
  volume       = {9},
  pages        = {53491--53508},
  year         = {2021}
}
@article{DBLP:journals/access/KhanSVK21,
  author       = {Awais Khan and
                  Hyogi Sim and
                  Sudharshan S. Vazhkudai and
                  Youngjae Kim},
  title        = {{MOSIQS:} Persistent Memory Object Storage With Metadata Indexing
                  and Querying for Scientific Computing},
  journal      = {{IEEE} Access},
  volume       = {9},
  pages        = {85217--85231},
  year         = {2021}
}
@article{DBLP:journals/access/Pourkamali-Anaraki21,
  author       = {Farhad Pourkamali{-}Anaraki and
                  Mohammad Amin Hariri{-}Ardebili},
  title        = {Neural Networks and Imbalanced Learning for Data-Driven Scientific
                  Computing With Uncertainties},
  journal      = {{IEEE} Access},
  volume       = {9},
  pages        = {15334--15350},
  year         = {2021}
}
@article{DBLP:journals/asc/AhmedLXARH21,
  author       = {Omed Hassan Ahmed and
                  Joan Lu and
                  Qiang Xu and
                  Aram Mahmood Ahmed and
                  Amir Masoud Rahmani and
                  Mehdi Hosseinzadeh},
  title        = {Using differential evolution and Moth-Flame optimization for scientific
                  workflow scheduling in fog computing},
  journal      = {Appl. Soft Comput.},
  volume       = {112},
  pages        = {107744},
  year         = {2021}
}
@article{DBLP:journals/axioms/AndradePSR21,
  author       = {Rafael Alejandro Esp{\'{\i}}n Andrade and
                  Witold Pedrycz and
                  Efrain Solares and
                  Laura Cruz Reyes},
  title        = {Transdisciplinary Scientific Strategies for Soft Computing Development:
                  Towards an Era of Data and Business Analytics},
  journal      = {Axioms},
  volume       = {10},
  number       = {2},
  pages        = {93},
  year         = {2021}
}
@article{DBLP:journals/cacm/Peisert21,
  author       = {Sean Peisert},
  title        = {Trustworthy scientific computing},
  journal      = {Commun. {ACM}},
  volume       = {64},
  number       = {5},
  pages        = {18--21},
  year         = {2021}
}
@article{DBLP:journals/cluster/IranmaneshN21,
  author       = {Amir Iranmanesh and
                  Hamid Reza Naji},
  title        = {{DCHG-TS:} a deadline-constrained and cost-effective hybrid genetic
                  algorithm for scientific workflow scheduling in cloud computing},
  journal      = {Clust. Comput.},
  volume       = {24},
  number       = {2},
  pages        = {667--681},
  year         = {2021}
}
@article{DBLP:journals/concurrency/AhmadA21,
  author       = {Wakar Ahmad and
                  Bashir Alam},
  title        = {An efficient list scheduling algorithm with task duplication for scientific
                  big data workflow in heterogeneous computing environments},
  journal      = {Concurr. Comput. Pract. Exp.},
  volume       = {33},
  number       = {5},
  year         = {2021}
}
@article{DBLP:journals/concurrency/ChenHMC21,
  author       = {Zheyi Chen and
                  Jia Hu and
                  Geyong Min and
                  Xing Chen},
  title        = {Effective data placement for scientific workflows in mobile edge computing
                  using genetic particle swarm optimization},
  journal      = {Concurr. Comput. Pract. Exp.},
  volume       = {33},
  number       = {8},
  year         = {2021}
}
@article{DBLP:journals/cse/BarbaKRT21,
  author       = {Lorena A. Barba and
                  Andreas Kl{\"{o}}ckner and
                  Prabhu Ramachandran and
                  Rollin C. Thomas},
  title        = {Scientific Computing With Python on High-Performance Heterogeneous
                  Systems},
  journal      = {Comput. Sci. Eng.},
  volume       = {23},
  number       = {4},
  pages        = {5--7},
  year         = {2021}
}
@article{DBLP:journals/cse/WestMS21,
  author       = {John West and
                  Kathryn M. Mohror and
                  John M. Shalf},
  title        = {Large-Scale Scientific Computing in the Fight Against {COVID-19}},
  journal      = {Comput. Sci. Eng.},
  volume       = {23},
  number       = {1},
  pages        = {89--92},
  year         = {2021}
}
@article{DBLP:journals/ese/GrebhahnKESA21,
  author       = {Alexander Grebhahn and
                  Christian Kaltenecker and
                  Christian Engwer and
                  Norbert Siegmund and
                  Sven Apel},
  title        = {Lightweight, semi-automatic variability extraction: a case study on
                  scientific computing},
  journal      = {Empir. Softw. Eng.},
  volume       = {26},
  number       = {2},
  pages        = {23},
  year         = {2021}
}
@article{DBLP:journals/fi/HildaC21,
  author       = {Jabanjalin Hilda and
                  Srimathi Chandrasekaran},
  title        = {Cost and Time Economical Planning Algorithm for Scientific Workflows
                  in Cloud Computing},
  journal      = {Future Internet},
  volume       = {13},
  number       = {10},
  pages        = {263},
  year         = {2021}
}
@article{DBLP:journals/grid/SaroaA21,
  author       = {Mandeep Kaur Saroa and
                  Rajni Aron},
  title        = {{FOCALB:} Fog Computing Architecture of Load Balancing for Scientific
                  Workflow Applications},
  journal      = {J. Grid Comput.},
  volume       = {19},
  number       = {3},
  pages        = {40},
  year         = {2021}
}
@article{DBLP:journals/ijcomsys/AhmadNU21,
  author       = {Zulfiqar Ahmad and
                  Babar Nazir and
                  Asif Umer},
  title        = {A fault-tolerant workflow management system with Quality-of-Service-aware
                  scheduling for scientific workflows in cloud computing},
  journal      = {Int. J. Commun. Syst.},
  volume       = {34},
  number       = {1},
  year         = {2021}
}
@article{DBLP:journals/ijnvo/HuangH21,
  author       = {Kun Huang and
                  Ning Han},
  title        = {{DSEM-SW:} a data-service enhanced scientific workflow middleware
                  for cloud computing},
  journal      = {Int. J. Netw. Virtual Organisations},
  volume       = {24},
  number       = {2},
  pages        = {126--143},
  year         = {2021}
}
@article{DBLP:journals/jcloudc/KimLSKN21,
  author       = {Moon{-}Hyun Kim and
                  Junyeong Lee and
                  Syed Asif Raza Shah and
                  Tae{-}Hyung Kim and
                  Seo{-}Young Noh},
  title        = {Min-max exclusive virtual machine placement in cloud computing for
                  scientific data environment},
  journal      = {J. Cloud Comput.},
  volume       = {10},
  number       = {1},
  pages        = {2},
  year         = {2021}
}
@article{DBLP:journals/jikm/AbbasiMY21,
  author       = {Leyli Abbasi and
                  Hossien Momeni and
                  Mehdi Yaghoubi},
  title        = {{SWSA:} {A} Hybrid Scientific Workflow Scheduling Algorithm Based
                  on Metaheuristic Approach in Cloud Computing Environment},
  journal      = {J. Inf. Knowl. Manag.},
  volume       = {20},
  number       = {3},
  pages        = {2150035:1--2150035:29},
  year         = {2021}
}
@article{DBLP:journals/jocs/Johnson21,
  author       = {Chris Johnson},
  title        = {Translational computer science at the scientific computing and imaging
                  institute},
  journal      = {J. Comput. Sci.},
  volume       = {52},
  pages        = {101217},
  year         = {2021}
}
@article{DBLP:journals/jossw/Xiao21,
  author       = {Tianbai Xiao},
  title        = {Kinetic.jl: {A} portable finite volume toolbox for scientific and
                  neural computing},
  journal      = {J. Open Source Softw.},
  volume       = {6},
  number       = {62},
  pages        = {3060},
  year         = {2021}
}
@article{DBLP:journals/patterns/LeeBBFGLMRRSW21,
  author       = {Graham Lee and
                  Sebastian Bacon and
                  Ian Bush and
                  Laura Fortunato and
                  David Gavaghan and
                  Thibault Lestang and
                  Caroline Morton and
                  Martin Robinson and
                  Philippe Rocca{-}Serra and
                  Susanna{-}Assunta Sansone and
                  Helena Webb},
  title        = {Barely sufficient practices in scientific computing},
  journal      = {Patterns},
  volume       = {2},
  number       = {2},
  pages        = {100206},
  year         = {2021}
}
@article{DBLP:journals/sensors/AhmadJAOU21,
  author       = {Zulfiqar Ahmad and
                  Ali Imran Jehangiri and
                  Mohammed Ala'Anzy and
                  Mohamed Othman and
                  Arif Iqbal Umar},
  title        = {Fault-Tolerant and Data-Intensive Resource Scheduling and Management
                  for Scientific Applications in Cloud Computing},
  journal      = {Sensors},
  volume       = {21},
  number       = {21},
  pages        = {7238},
  year         = {2021}
}
@article{DBLP:journals/sp/DAgostinoMAC21,
  author       = {Daniele D'Agostino and
                  Ivan Merelli and
                  Marco Aldinucci and
                  Daniele Cesini},
  title        = {Hardware and Software Solutions for Energy-Efficient Computing in
                  Scientific Programming},
  journal      = {Sci. Program.},
  volume       = {2021},
  pages        = {5514284:1--5514284:9},
  year         = {2021}
}
@article{DBLP:journals/tpds/DjigalFLG21,
  author       = {Hamza Djigal and
                  Jun Feng and
                  Jiamin Lu and
                  Jidong Ge},
  title        = {{IPPTS:} An Efficient Algorithm for Scientific Workflow Scheduling
                  in Heterogeneous Computing Systems},
  journal      = {{IEEE} Trans. Parallel Distributed Syst.},
  volume       = {32},
  number       = {5},
  pages        = {1057--1071},
  year         = {2021}
}
@inproceedings{DBLP:conf/apf/PaseriVB21,
  author       = {Ludovica Paseri and
                  S{\'{e}}bastien Varrette and
                  Pascal Bouvry},
  title        = {Protection of Personal Data in High Performance Computing Platform
                  for Scientific Research Purposes},
  booktitle    = {{APF}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12703},
  pages        = {123--142},
  publisher    = {Springer},
  year         = {2021}
}
@inproceedings{DBLP:conf/cicc/YuSLCK21,
  author       = {Chengshuo Yu and
                  Yuqi Su and
                  Jaeho Lee and
                  Kevin T. C. Chai and
                  Bongjin Kim},
  title        = {A 32x32 Time-Domain Wavefront Computing Accelerator for Path Planning
                  and Scientific Simulations},
  booktitle    = {{CICC}},
  pages        = {1--2},
  publisher    = {{IEEE}},
  year         = {2021}
}
@inproceedings{DBLP:conf/date/HagleitnerDREJC21,
  author       = {Christoph Hagleitner and
                  Dionysios Diamantopoulos and
                  Burkhard Ringlein and
                  Constantinos Evangelinos and
                  Charles R. Johns and
                  Rong N. Chang and
                  Bruce D'Amora and
                  James A. Kahle and
                  James C. Sexton and
                  Michael Johnston and
                  Edward Pyzer{-}Knapp and
                  Chris Ward},
  title        = {Heterogeneous Computing Systems for Complex Scientific Discovery Workflows},
  booktitle    = {{DATE}},
  pages        = {13--18},
  publisher    = {{IEEE}},
  year         = {2021}
}
@inproceedings{DBLP:conf/fedcsis/Gepner21,
  author       = {Pawel Gepner},
  title        = {Machine Learning and High-Performance Computing Hybrid Systems, a
                  New Way of Performance Acceleration in Engineering and Scientific
                  Applications},
  booktitle    = {FedCSIS},
  series       = {Annals of Computer Science and Information Systems},
  volume       = {25},
  pages        = {27--36},
  year         = {2021}
}
@inproceedings{DBLP:conf/ftxs/FridmanSRZLHAO21,
  author       = {Yehonatan Fridman and
                  Yaniv Snir and
                  Matan Rusanovsky and
                  Kfir Zvi and
                  Harel Levin and
                  Danny Hendler and
                  Hagit Attiya and
                  Gal Oren},
  title        = {Assessing the Use Cases of Persistent Memory in High-Performance Scientific
                  Computing},
  booktitle    = {FTXS@SC},
  pages        = {11--20},
  publisher    = {{IEEE}},
  year         = {2021}
}
@inproceedings{DBLP:conf/hpec/OlivierEBD21,
  author       = {Stephen L. Olivier and
                  Nathan D. Ellingwood and
                  Jonathan W. Berry and
                  Daniel M. Dunlavy},
  title        = {Performance Portability of an SpMV Kernel Across Scientific Computing
                  and Data Science Applications},
  booktitle    = {{HPEC}},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2021}
}
@inproceedings{DBLP:conf/icde/Al-MamunYZ21,
  author       = {Abdullah Al{-}Mamun and
                  Feng Yan and
                  Dongfang Zhao},
  title        = {SciChain: Blockchain-enabled Lightweight and Efficient Data Provenance
                  for Reproducible Scientific Computing},
  booktitle    = {{ICDE}},
  pages        = {1853--1858},
  publisher    = {{IEEE}},
  year         = {2021}
}
@inproceedings{DBLP:conf/iolts/BacarditBU21,
  author       = {Marc Perell{\'{o}} Bacardit and
                  Leonardo Bautista{-}Gomez and
                  Osman S. Unsal},
  title        = {{FPGA} Checkpointing for Scientific Computing},
  booktitle    = {{IOLTS}},
  pages        = {1--7},
  publisher    = {{IEEE}},
  year         = {2021}
}
@inproceedings{DBLP:conf/ipps/AkramGALP21,
  author       = {Ayaz Akram and
                  Anna Giannakou and
                  Venkatesh Akella and
                  Jason Lowe{-}Power and
                  Sean Peisert},
  title        = {Performance Analysis of Scientific Computing Workloads on General
                  Purpose TEEs},
  booktitle    = {{IPDPS}},
  pages        = {1066--1076},
  publisher    = {{IEEE}},
  year         = {2021}
}
@inproceedings{DBLP:conf/ispdc/ErtlM21,
  author       = {Christoph Ertl and
                  Ralf{-}Peter Mundani},
  title        = {Distributed Domain Generation for Large-Scale Scientific Computing},
  booktitle    = {{ISPDC}},
  pages        = {105--113},
  publisher    = {{IEEE}},
  year         = {2021}
}
@inproceedings{DBLP:conf/iticse/ZhangLDW21,
  author       = {James Zhang and
                  Andrew Luxton{-}Reilly and
                  Paul Denny and
                  Jacqueline Whalley},
  title        = {Scientific Collaboration Network Analysis for Computing Education
                  Conferences},
  booktitle    = {ITiCSE {(1)}},
  pages        = {582--588},
  publisher    = {{ACM}},
  year         = {2021}
}
@inproceedings{DBLP:conf/kolicalling/CalverMF21,
  author       = {Jonathan Calver and
                  Paul Muir and
                  Tom Fairgrieve},
  title        = {Improving Student Takeaway in an Introductory Numerical Analysis/Scientific
                  Computing Course: {A} Threshold Concepts Approach},
  booktitle    = {Koli Calling},
  pages        = {38:1--38:3},
  publisher    = {{ACM}},
  year         = {2021}
}
@inproceedings{DBLP:conf/meco/MilutinovicAYKD21,
  author       = {Veljko M. Milutinovic and
                  Erfan Sadeqi Azer and
                  Kristy Yoshimoto and
                  Gerhard Klimeck and
                  Miljan Djordjevic and
                  Milos Kotlar and
                  Miroslav Bojovic and
                  Bozidar Miladinovic and
                  Nenad Korolija and
                  Stevan Stankovic and
                  Nenad Filipovic and
                  Zoran Babovic and
                  Miroslav Kosanic and
                  Akira Tsuda and
                  Mateo Valero and
                  Massimo De Santo and
                  Erich J. Neuhold and
                  Jelena Skorucak and
                  Laura Dipietro and
                  Ivan Ratkovic},
  title        = {The Ultimate DataFlow for Ultimate SuperComputers-on-a-Chip, for Scientific
                  Computing, Geo Physics, Complex Mathematics, and Information Processing},
  booktitle    = {{MECO}},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2021}
}
@inproceedings{DBLP:conf/netsoft/SankaranCK21,
  author       = {Ganesh C. Sankaran and
                  Joaqu{\'{\i}}n Chung and
                  Raj Kettimuthu},
  title        = {Leveraging In-Network Computing and Programmable Switches for Streaming
                  Analysis of Scientific Data},
  booktitle    = {NetSoft},
  pages        = {293--297},
  publisher    = {{IEEE}},
  year         = {2021}
}
@inproceedings{DBLP:conf/ppopp/FengWCZ0D21,
  author       = {Boyuan Feng and
                  Yuke Wang and
                  Guoyang Chen and
                  Weifeng Zhang and
                  Yuan Xie and
                  Yufei Ding},
  title        = {{EGEMM-TC:} accelerating scientific computing on tensor cores with
                  extended precision},
  booktitle    = {PPoPP},
  pages        = {278--291},
  publisher    = {{ACM}},
  year         = {2021}
}
@inproceedings{DBLP:conf/smc2/DevineniGSDMHKL21,
  author       = {Pravallika Devineni and
                  Panchapakesan Ganesh and
                  Nikhil Sivadas and
                  Abhijeet Dhakane and
                  Ketan Maheshwari and
                  Drahomira Herrmannova and
                  Ramakrishnan Kannan and
                  Seung{-}Hwan Lim and
                  Thomas E. Potok and
                  Jordan B. Chipka and
                  Priyantha Mudalige and
                  Mark Coletti and
                  Sajal Dash and
                  Arnab Kumar Paul and
                  Sarp Oral and
                  Feiyi Wang and
                  Bill Kay and
                  Melissa R. Allen{-}Dumas and
                  Christa Brelsford and
                  Joshua R. New and
                  Andy Berres and
                  Kuldeep R. Kurte and
                  Jibonananda Sanyal and
                  Levi Sweet and
                  Chathika Gunaratne and
                  Maxim A. Ziatdinov and
                  Rama K. Vasudevan and
                  Sergei V. Kalinin and
                  Olivera Kotevska and
                  Jean C. Bilheux and
                  Hassina Z. Bilheux and
                  Garrett E. Granroth and
                  Thomas Proffen and
                  Rick Riedel and
                  Peter F. Peterson and
                  Shruti R. Kulkarni and
                  Kyle P. Kelley and
                  Stephen Jesse and
                  Maryam Parsa},
  title        = {Smoky Mountain Data Challenge 2021: An Open Call to Solve Scientific
                  Data Challenges Using Advanced Data Analytics and Edge Computing},
  booktitle    = {{SMC}},
  series       = {Communications in Computer and Information Science},
  volume       = {1512},
  pages        = {361--382},
  publisher    = {Springer},
  year         = {2021}
}
@incollection{DBLP:series/ifip/CavallucciZ21,
  author       = {Denis Cavallucci and
                  Cecilia Zanni{-}Merk},
  title        = {Computing Inventive Activities in an Industrial Context New Scientific
                  Challenges and Orientations},
  booktitle    = {IFIP's Exciting First 60+ Years},
  series       = {{IFIP} Advances in Information and Communication Technology},
  volume       = {600},
  pages        = {155--169},
  publisher    = {Springer},
  year         = {2021}
}
@proceedings{DBLP:conf/casc/2021,
  editor       = {Fran{\c{c}}ois Boulier and
                  Matthew England and
                  Timur M. Sadykov and
                  Evgenii V. Vorozhtsov},
  title        = {Computer Algebra in Scientific Computing - 23rd International Workshop,
                  {CASC} 2021, Sochi, Russia, September 13-17, 2021, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12865},
  publisher    = {Springer},
  year         = {2021}
}
@proceedings{DBLP:conf/isdmci/2020,
  editor       = {Sergii Babichev and
                  Volodymyr Lytvynenko and
                  Waldemar W{\'{o}}jcik and
                  Svetlana Vyshemyrskaya},
  title        = {Lecture Notes in Computational Intelligence and Decision Making -
                  Proceedings of the 2020 International Scientific Conference "Intellectual
                  Systems of Decision-making and Problems of Computational Intelligence",
                  {ISDMCI} 2020, Kherson, Ukraine, May 25-29, 2020},
  series       = {Advances in Intelligent Systems and Computing},
  volume       = {1246},
  publisher    = {Springer},
  year         = {2021}
}
@proceedings{DBLP:conf/ittmm/2021,
  editor       = {Dmitry S. Kulyabov and
                  Konstantin E. Samouylov and
                  Leonid A. Sevastianov},
  title        = {Proceedings of the Workshop on information technology and scientific
                  computing in the framework of the {XI} International Conference Information
                  and Telecommunication Technologies and Mathematical Modeling of High-Tech
                  Systems, Moscow, Russian, April 19th - to - 23rd, 2021},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {2946},
  publisher    = {CEUR-WS.org},
  year         = {2021}
}
@proceedings{DBLP:conf/pasc/2021,
  editor       = {Timothy Robinson},
  title        = {{PASC} '21: Platform for Advanced Scientific Computing Conference,
                  Geneva, Switzerland, July 5-9, 2021},
  publisher    = {{ACM}},
  year         = {2021}
}
@proceedings{DBLP:conf/synasc/2021,
  editor       = {Carsten Schneider and
                  Mircea Marin and
                  Viorel Negru and
                  Daniela Zaharie},
  title        = {23rd International Symposium on Symbolic and Numeric Algorithms for
                  Scientific Computing, {SYNASC} 2021, Timisoara, Romania, December
                  7-10, 2021},
  publisher    = {{IEEE}},
  year         = {2021}
}
@article{DBLP:journals/corr/abs-2102-01687,
  author       = {Hal Finkel and
                  Ignacio Laguna},
  title        = {Report of the Workshop on Program Synthesis for Scientific Computing},
  journal      = {CoRR},
  volume       = {abs/2102.01687},
  year         = {2021}
}
@article{DBLP:journals/corr/abs-2103-09655,
  author       = {Stefano Markidis},
  title        = {Physics-Informed Deep-Learning for Scientific Computing},
  journal      = {CoRR},
  volume       = {abs/2103.09655},
  year         = {2021}
}
@article{DBLP:journals/corr/abs-2104-06274,
  author       = {Xin Du and
                  Songtao Tang and
                  Zhihui Lu and
                  Keke Gai and
                  Jie Wu and
                  Patrick C. K. Hung},
  title        = {Optimal Data Placement for Data-Sharing Scientific Workflows in Heterogeneous
                  Edge-Cloud Computing Environments},
  journal      = {CoRR},
  volume       = {abs/2104.06274},
  year         = {2021}
}
@article{DBLP:journals/corr/abs-2104-11079,
  author       = {Aydin Bulu{\c{c}} and
                  Tamara G. Kolda and
                  Stefan M. Wild and
                  Mihai Anitescu and
                  Anthony M. DeGennaro and
                  John Jakeman and
                  Chandrika Kamath and
                  Ramakrishnan Kannan and
                  Miles E. Lopes and
                  Per{-}Gunnar Martinsson and
                  Kary L. Myers and
                  Jelani Nelson and
                  Juan M. Restrepo and
                  C. Seshadhri and
                  Draguna L. Vrabie and
                  Brendt Wohlberg and
                  Stephen J. Wright and
                  Chao Yang and
                  Peter Zwart},
  title        = {Randomized Algorithms for Scientific Computing {(RASC)}},
  journal      = {CoRR},
  volume       = {abs/2104.11079},
  year         = {2021}
}
@article{DBLP:journals/corr/abs-2105-00613,
  author       = {Barak Shoshany},
  title        = {A {C++17} Thread Pool for High-Performance Scientific Computing},
  journal      = {CoRR},
  volume       = {abs/2105.00613},
  year         = {2021}
}
@article{DBLP:journals/corr/abs-2106-00365,
  author       = {Verity Allan and
                  Caitriona Leedham},
  title        = {Scientific Computing in the Cavendish Laboratory and the pioneering
                  women Computors},
  journal      = {CoRR},
  volume       = {abs/2106.00365},
  year         = {2021}
}
@article{DBLP:journals/corr/abs-2106-11863,
  author       = {Jie Chen and
                  Yousef Saad and
                  Zechen Zhang},
  title        = {Graph coarsening: From scientific computing to machine learning},
  journal      = {CoRR},
  volume       = {abs/2106.11863},
  year         = {2021}
}
@article{DBLP:journals/corr/abs-2107-02841,
  author       = {Justin M. Wozniak and
                  Timothy G. Armstrong and
                  Ketan C. Maheshwari and
                  Daniel S. Katz and
                  Michael Wilde and
                  Ian T. Foster},
  title        = {Toward Interlanguage Parallel Scripting for Distributed-Memory Scientific
                  Computing},
  journal      = {CoRR},
  volume       = {abs/2107.02841},
  year         = {2021}
}
@article{DBLP:journals/corr/abs-2108-06476,
  author       = {Hendrik Ranocha and
                  Michael Schlottke{-}Lakemper and
                  Andrew R. Winters and
                  Erik Faulhaber and
                  Jesse Chan and
                  Gregor J. Gassner},
  title        = {Adaptive numerical simulations with Trixi.jl: {A} case study of Julia
                  for scientific computing},
  journal      = {CoRR},
  volume       = {abs/2108.06476},
  year         = {2021}
}
@article{DBLP:journals/corr/abs-2108-11076,
  author       = {Qing Wang and
                  Matthias Ihme and
                  Yi{-}Fan Chen and
                  John R. Anderson},
  title        = {A TensorFlow Simulation Framework for Scientific Computing of Fluid
                  Flows on Tensor Processing Units},
  journal      = {CoRR},
  volume       = {abs/2108.11076},
  year         = {2021}
}
@article{DBLP:journals/corr/abs-2109-02166,
  author       = {Yehonatan Fridman and
                  Yaniv Snir and
                  Matan Rusanovsky and
                  Kfir Zvi and
                  Harel Levin and
                  Danny Hendler and
                  Hagit Attiya and
                  Gal Oren},
  title        = {Assessing the Use Cases of Persistent Memory in High-Performance Scientific
                  Computing},
  journal      = {CoRR},
  volume       = {abs/2109.02166},
  year         = {2021}
}
@article{DBLP:journals/corr/abs-2112-07537,
  author       = {Thomas Gillis and
                  Wim M. van Rees},
  title        = {{MURPHY} - {A} scalable multiresolution framework for scientific computing
                  on 3D block-structured collocated grids},
  journal      = {CoRR},
  volume       = {abs/2112.07537},
  year         = {2021}
}
@article{DBLP:journals/dagstuhl-reports/CarnsKM021,
  author       = {Philip H. Carns and
                  Julian M. Kunkel and
                  Kathryn M. Mohror and
                  Martin Schulz},
  title        = {Understanding {I/O} Behavior in Scientific and Data-Intensive Computing
                  (Dagstuhl Seminar 21332)},
  journal      = {Dagstuhl Reports},
  volume       = {11},
  number       = {7},
  pages        = {16--75},
  year         = {2021}
}
@book{DBLP:books/hal/Lombardi20,
  author       = {Damiano Lombardi},
  title        = {Contributions to scientific computing for data-simulation interaction
                  in biomedical applications},
  year         = {2020}
}
@book{DBLP:books/sp/Smith20,
  author       = {Einar Smith},
  title        = {Introduction to the Tools of Scientific Computing},
  series       = {Texts in Computational Science and Engineering},
  volume       = {25},
  publisher    = {Springer},
  year         = {2020}
}
@book{DBLP:books/ws/FangZZ20,
  author       = {Junhua Fang and
                  Rong Zhang and
                  Aoying Zhou},
  title        = {Load Balance for Distributed Real-time Computing Systems},
  series       = {East China Normal University Scientific Reports},
  volume       = {13},
  publisher    = {WorldScientific},
  year         = {2020}
}
@phdthesis{DBLP:phd/hal/Bocco20,
  author       = {Andrea Bocco},
  title        = {A variable precision hardware acceleration for scientific computing.
                  (Une acc{\'{e}}l{\'{e}}ration mat{\'{e}}rielle {\`{a}}
                  pr{\'{e}}cision variable pour le calcul scientifique)},
  school       = {University of Lyon, France},
  year         = {2020}
}
@phdthesis{DBLP:phd/us/Li20c,
  author       = {Sihuan Li},
  title        = {Designing Efficient and Resilient Lossy Compressors for Large-Scale
                  Scientific Computing},
  school       = {University of California, Riverside, {USA}},
  year         = {2020}
}
@article{DBLP:journals/access/0002L20,
  author       = {Pilsung Kang and
                  Sungmin Lim},
  title        = {A Taste of Scientific Computing on the GPU-Accelerated Edge Device},
  journal      = {{IEEE} Access},
  volume       = {8},
  pages        = {208337--208347},
  year         = {2020}
}
@article{DBLP:journals/candie/SaeediKBR20,
  author       = {Sahar Saeedi and
                  Reihaneh Khorsand and
                  Somaye Ghandi Bidgoli and
                  Mohammadreza Ramezanpour},
  title        = {Improved many-objective particle swarm optimization algorithm for
                  scientific workflow scheduling in cloud computing},
  journal      = {Comput. Ind. Eng.},
  volume       = {147},
  pages        = {106649},
  year         = {2020}
}
@article{DBLP:journals/concurrency/SamuelKBADKMP20,
  author       = {David Samuel and
                  Syeduzzaman Khan and
                  Cody J. Balos and
                  Zachariah Abuelhaj and
                  Anthony D. Dutoi and
                  Chadi Kari and
                  David Mueller and
                  Vivek K. Pallipuram},
  title        = {A2Cloud-RF: {A} random forest based statistical framework to guide
                  resource selection for high-performance scientific computing on the
                  cloud},
  journal      = {Concurr. Comput. Pract. Exp.},
  volume       = {32},
  number       = {24},
  year         = {2020}
}
@article{DBLP:journals/eaai/Shirvani20,
  author       = {Mirsaeid Hosseini Shirvani},
  title        = {A hybrid meta-heuristic algorithm for scientific workflow scheduling
                  in heterogeneous distributed computing systems},
  journal      = {Eng. Appl. Artif. Intell.},
  volume       = {90},
  pages        = {103501},
  year         = {2020}
}
@article{DBLP:journals/fgcs/MohammedECKB20,
  author       = {Ali Mohammed and
                  Ahmed Eleliemy and
                  Florina M. Ciorba and
                  Franziska Kasielke and
                  Ioana Banicescu},
  title        = {An approach for realistically simulating the performance of scientific
                  applications on high performance computing systems},
  journal      = {Future Gener. Comput. Syst.},
  volume       = {111},
  pages        = {617--633},
  year         = {2020}
}
@article{DBLP:journals/fgcs/OcanaGOGPGOV20,
  author       = {Kary A. C. S. Oca{\~{n}}a and
                  Marcelo Galheigo and
                  Carla Osthoff and
                  Luiz M. R. Gadelha Jr. and
                  F{\'{a}}bio Porto and
                  Ant{\^{o}}nio Tadeu A. Gomes and
                  Daniel de Oliveira and
                  Ana Tereza Ribeiro de Vasconcelos},
  title        = {BioinfoPortal: {A} scientific gateway for integrating bioinformatics
                  applications on the Brazilian national high-performance computing
                  network},
  journal      = {Future Gener. Comput. Syst.},
  volume       = {107},
  pages        = {192--214},
  year         = {2020}
}
@article{DBLP:journals/ijdsn/SardarazT20,
  author       = {Muhammad Sardaraz and
                  Muhammad Tahir},
  title        = {A parallel multi-objective genetic algorithm for scheduling scientific
                  workflows in cloud computing},
  journal      = {Int. J. Distributed Sens. Networks},
  volume       = {16},
  number       = {8},
  pages        = {155014772094914},
  year         = {2020}
}
@article{DBLP:journals/ijhpca/GrannanSND20,
  author       = {A. Grannan and
                  Kanika Sood and
                  Boyana Norris and
                  Anshu Dubey},
  title        = {Understanding the landscape of scientific software used on high-performance
                  computing platforms},
  journal      = {Int. J. High Perform. Comput. Appl.},
  volume       = {34},
  number       = {4},
  year         = {2020}
}
@article{DBLP:journals/ijmssc/KhanUKF20,
  author       = {Muhammad Altaf Khan and
                  Saif Ullah and
                  Yasir Khan and
                  Muhammad Farhan},
  title        = {Modeling and scientific computing for the transmission dynamics of
                  Avian influenza with half-saturated incidence},
  journal      = {Int. J. Model. Simul. Sci. Comput.},
  volume       = {11},
  number       = {4},
  pages        = {2050035:1--2050035:31},
  year         = {2020}
}
@article{DBLP:journals/isci/ZhangZS20,
  author       = {Longxin Zhang and
                  Liqian Zhou and
                  Ahmad Salah},
  title        = {Efficient scientific workflow scheduling for deadline-constrained
                  parallel tasks in cloud computing environments},
  journal      = {Inf. Sci.},
  volume       = {531},
  pages        = {31--46},
  year         = {2020}
}
@article{DBLP:journals/jossw/ChangKL20,
  author       = {Chia Chang and
                  Christopher K{\"{o}}rber and
                  Andr{\'{e}} Walker{-}Loud},
  title        = {EspressoDB: {A} scientific database for managing high-performance
                  computing workflows},
  journal      = {J. Open Source Softw.},
  volume       = {5},
  number       = {46},
  pages        = {2007},
  year         = {2020}
}
@article{DBLP:journals/mcs/CarilloCMPS20,
  author       = {Sandra Carillo and
                  Costanza Conti and
                  Daniela Mansutti and
                  Francesca Pitolli and
                  Rosa Maria Spitaleri},
  title        = {Applied Scientific Computing {XV:} Innovative Modeling and Simulation
                  in Sciences},
  journal      = {Math. Comput. Simul.},
  volume       = {176},
  pages        = {1--3},
  year         = {2020}
}
@article{DBLP:journals/paapp/Watson20,
  author       = {Layne T. Watson},
  title        = {Personal reflections on 50 years of scientific computing: 1967-2017},
  journal      = {Int. J. Parallel Emergent Distributed Syst.},
  volume       = {35},
  number       = {2},
  pages        = {209--215},
  year         = {2020}
}
@article{DBLP:journals/pcs/TchernykhBFGSKE20,
  author       = {Andrei Tchernykh and
                  Igor V. Bychkov and
                  Alexander G. Feoktistov and
                  Sergey A. Gorsky and
                  Ivan A. Sidorov and
                  Roman Kostromin and
                  Alexei V. Edelev and
                  Valery Zorkalzev and
                  Arutyun Avetisyan},
  title        = {Mitigating Uncertainty in Developing and Applying Scientific Applications
                  in an Integrated Computing Environment},
  journal      = {Program. Comput. Softw.},
  volume       = {46},
  number       = {8},
  pages        = {483--502},
  year         = {2020}
}
@article{DBLP:journals/sigbed/StornaiuoloCPNS20,
  author       = {Luca Stornaiuolo and
                  Filippo Carloni and
                  Riccardo Pressiani and
                  Giuseppe Natale and
                  Marco D. Santambrogio and
                  Donatella Sciuto},
  title        = {Enabling transparent hardware acceleration on Zynq SoC for scientific
                  computing},
  journal      = {{SIGBED} Rev.},
  volume       = {17},
  number       = {1},
  pages        = {30--35},
  year         = {2020}
}
@article{DBLP:journals/soco/FalconeGMS20,
  author       = {Alberto Falcone and
                  Alfredo Garro and
                  Marat S. Mukhametzhanov and
                  Yaroslav D. Sergeyev},
  title        = {Representation of grossone-based arithmetic in simulink for scientific
                  computing},
  journal      = {Soft Comput.},
  volume       = {24},
  number       = {23},
  pages        = {17525--17539},
  year         = {2020}
}
@article{DBLP:journals/sp/OttPBLCB20,
  author       = {Jordan Ott and
                  Mike Pritchard and
                  Natalie Best and
                  Erik Linstead and
                  Milan Curcic and
                  Pierre Baldi},
  title        = {A Fortran-Keras Deep Learning Bridge for Scientific Computing},
  journal      = {Sci. Program.},
  volume       = {2020},
  pages        = {8888811:1--8888811:13},
  year         = {2020}
}
@article{DBLP:journals/tjs/ReshmiP20,
  author       = {B. Reshmi and
                  P. Poongodi},
  title        = {Profit and resource availability-constrained optimal handling of high-performance
                  scientific computing tasks},
  journal      = {J. Supercomput.},
  volume       = {76},
  number       = {6},
  pages        = {4247--4261},
  year         = {2020}
}
@article{DBLP:journals/topc/HamiltonSYBIH20,
  author       = {Kathleen E. Hamilton and
                  Catherine D. Schuman and
                  Steven R. Young and
                  Ryan S. Bennink and
                  Neena Imam and
                  Travis S. Humble},
  title        = {Accelerating Scientific Computing in the Post-Moore's Era},
  journal      = {{ACM} Trans. Parallel Comput.},
  volume       = {7},
  number       = {1},
  pages        = {6:1--6:31},
  year         = {2020}
}
@inproceedings{DBLP:conf/accc/AndradeV20,
  author       = {Ronald Gerson Villanueva Andrade and
                  Leonardo Vinces},
  title        = {A Comparative Analysis of Kinematics of Industrial Robot {KUKA} {KR}
                  60-3 Using Scientific Computing Languages},
  booktitle    = {{ACCC}},
  pages        = {114--119},
  publisher    = {{IEEE}},
  year         = {2020}
}
@inproceedings{DBLP:conf/closer/AlkhanakKVL20,
  author       = {Ehab Nabiel Alkhanak and
                  Saif ur Rehman Khan and
                  Alexander Verbraeck and
                  Hans van Lint},
  title        = {A Conceptual Framework Supporting Pattern Design Selection for Scientific
                  Workflow Applications in Cloud Computing},
  booktitle    = {{CLOSER}},
  pages        = {229--236},
  publisher    = {{SCITEPRESS}},
  year         = {2020}
}
@inproceedings{DBLP:conf/hpcc/WeerasingheWJPW20,
  author       = {Ayesh Weerasinghe and
                  Kalana Wijethunga and
                  Randika Jayasekara and
                  Indika Perera and
                  Anuradha Wickramarachchi},
  title        = {Resource Aware Task Clustering for Scientific Workflow Execution in
                  High Performance Computing Environments},
  booktitle    = {HPCC/DSS/SmartCity},
  pages        = {255--262},
  publisher    = {{IEEE}},
  year         = {2020}
}
@inproceedings{DBLP:conf/hpec/VaillancourtCKB20,
  author       = {Peter Z. Vaillancourt and
                  J. Eric Coulter and
                  Richard Knepper and
                  Brandon Barker},
  title        = {Self-Scaling Clusters and Reproducible Containers to Enable Scientific
                  Computing},
  booktitle    = {{HPEC}},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2020}
}
@inproceedings{DBLP:conf/iccS/MollerS20,
  author       = {Matthias M{\"{o}}ller and
                  Merel Schalkers},
  title        = {[inline-graphic not available: see fulltext]: {A} Cross-Platform Programming
                  Framework for Quantum-Accelerated Scientific Computing},
  booktitle    = {{ICCS} {(6)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12142},
  pages        = {451--464},
  publisher    = {Springer},
  year         = {2020}
}
@inproceedings{DBLP:conf/iccS/SallouGBCD20,
  author       = {June Sallou and
                  Alexandre Gauvain and
                  Johann Bourcier and
                  Beno{\^{\i}}t Combemale and
                  Jean{-}Raynald de Dreuzy},
  title        = {Loop Aggregation for Approximate Scientific Computing},
  booktitle    = {{ICCS} {(2)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12138},
  pages        = {141--155},
  publisher    = {Springer},
  year         = {2020}
}
@inproceedings{DBLP:conf/icfp/Montanari20,
  author       = {Francesco Montanari},
  title        = {Scheme for scientific computing},
  booktitle    = {Scheme@ICFP},
  series       = {{CSE} Technical Reports},
  volume       = {{CSE-TR-001-21}},
  pages        = {66--76},
  publisher    = {University of Michigan},
  year         = {2020}
}
@inproceedings{DBLP:conf/ics/SunKJ20,
  author       = {Gongjin Sun and
                  Seongyoung Kang and
                  Sang{-}Woo Jun},
  title        = {BurstZ: a bandwidth-efficient scientific computing accelerator platform
                  for large-scale data},
  booktitle    = {{ICS}},
  pages        = {25:1--25:12},
  publisher    = {{ACM}},
  year         = {2020}
}
@inproceedings{DBLP:conf/icws/DuTLWGH20,
  author       = {Xin Du and
                  Songtao Tang and
                  Zhihui Lu and
                  Jie Wu and
                  Keke Gai and
                  Patrick C. K. Hung},
  title        = {A Novel Data Placement Strategy for Data-Sharing Scientific Workflows
                  in Heterogeneous Edge-Cloud Computing Environments},
  booktitle    = {{ICWS}},
  pages        = {498--507},
  publisher    = {{IEEE}},
  year         = {2020}
}
@inproceedings{DBLP:conf/ipps/CouturierSARYRR20,
  author       = {Rapha{\"{e}}l Couturier and
                  Peter Strazdins and
                  Eric Aubanel and
                  Sabine Roller and
                  Laurence T. Yang and
                  Thomas Rauber and
                  Gudula R{\"{u}}nger},
  title        = {Workshop 13: {PDSEC} Parallel and Distributed Scientific and Engineering
                  Computing},
  booktitle    = {{IPDPS} Workshops},
  pages        = {680--681},
  publisher    = {{IEEE}},
  year         = {2020}
}
@inproceedings{DBLP:conf/pmbs-ws/NguyenWSMDW20,
  author       = {Tan Nguyen and
                  Samuel Williams and
                  Marco Siracusa and
                  Colin MacLean and
                  Douglas Doerfler and
                  Nicholas J. Wright},
  title        = {The Performance and Energy Efficiency Potential of FPGAs in Scientific
                  Computing},
  booktitle    = {PMBS@SC},
  pages        = {8--19},
  publisher    = {{IEEE}},
  year         = {2020}
}
@inproceedings{DBLP:conf/sc/0002SVMO020,
  author       = {Awais Khan and
                  Hyogi Sim and
                  Sudharshan S. Vazhkudai and
                  Jin{-}Suk Ma and
                  Myeong{-}Hoon Oh and
                  Youngjae Kim},
  title        = {Persistent Memory Object Storage and Indexing for Scientific Computing},
  booktitle    = {MCHPC@SC},
  pages        = {1--9},
  publisher    = {{IEEE}},
  year         = {2020}
}
@inproceedings{DBLP:conf/sc/ChowdhuryZNMGMY20,
  author       = {Fahim Chowdhury and
                  Yue Zhu and
                  Francesco Di Natale and
                  Adam Moody and
                  Elsa Gonsiorowski and
                  Kathryn M. Mohror and
                  Weikuan Yu},
  title        = {Emulating {I/O} Behavior in Scientific Workflows on High Performance
                  Computing Systems},
  booktitle    = {PDSW@SC},
  pages        = {34--39},
  publisher    = {{IEEE}},
  year         = {2020}
}
@inproceedings{DBLP:conf/synasc/FortisF20,
  author       = {Teodor{-}Florin Fortis and
                  Alexandra Emilia Fortis},
  title        = {A bibliometric overview of the International Symposium on Symbolic
                  and Numeric Algorithms for Scientific Computing between 2005 and 2018},
  booktitle    = {{SYNASC}},
  pages        = {278--285},
  publisher    = {{IEEE}},
  year         = {2020}
}
@inproceedings{DBLP:conf/xsede/CoulterFBSVM20,
  author       = {Eric Coulter and
                  Jeremy Fischer and
                  Stephen Bird and
                  Sanjana Sudarshan and
                  Peter Vaillancourt and
                  Suresh Marru},
  title        = {Deep dive into constructing containers for scientific computing and
                  gateways},
  booktitle    = {{PEARC} Companion},
  pages        = {3:1},
  publisher    = {{ACM}},
  year         = {2020}
}
@inproceedings{DBLP:conf/xsede/GaoBW20,
  author       = {You Alex Gao and
                  Jim Basney and
                  Alex Withers},
  title        = {SciTokens {SSH:} Token-based Authentication for Remote Login to Scientific
                  Computing Environments},
  booktitle    = {{PEARC}},
  pages        = {465--468},
  publisher    = {{ACM}},
  year         = {2020}
}
@inproceedings{DBLP:conf/xsede/SfiligoiSRWBB20,
  author       = {Igor Sfiligoi and
                  David Schultz and
                  Benedikt Riedel and
                  Frank W{\"{u}}rthwein and
                  Steve Barnet and
                  Vladimir Brik},
  title        = {Demonstrating a Pre-Exascale, Cost-Effective Multi-Cloud Environment
                  for Scientific Computing: Producing a fp32 ExaFLOP hour worth of IceCube
                  simulation data in a single workday},
  booktitle    = {{PEARC}},
  pages        = {85--90},
  publisher    = {{ACM}},
  year         = {2020}
}
@inproceedings{DBLP:conf/xsede/VaillancourtWBD20,
  author       = {Peter Vaillancourt and
                  Bennett Wineholt and
                  Brandon Barker and
                  Plato Deliyannis and
                  Jackie Zheng and
                  Akshay Suresh and
                  Adam Brazier and
                  Rich Knepper and
                  Rich Wolski},
  title        = {Reproducible and Portable Workflows for Scientific Computing and {HPC}
                  in the Cloud},
  booktitle    = {{PEARC}},
  pages        = {311--320},
  publisher    = {{ACM}},
  year         = {2020}
}
@proceedings{DBLP:conf/birthday/2020botkin,
  editor       = {Varvara L. Turova and
                  Andrey E. Kovtanyuk and
                  Hans Georg Bock and
                  Florian Holzapfel and
                  Ekaterina A. Kostina},
  title        = {Proceedings of the Workshop on Mathematical Modeling and Scientific
                  Computing: Focus on Complex Processes and Systems - dedicated to the
                  memory of Nikolai Botkin, Munich, Germany, November 19-20, 2020},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {2783},
  publisher    = {CEUR-WS.org},
  year         = {2020}
}
@proceedings{DBLP:conf/casc/2020,
  editor       = {Fran{\c{c}}ois Boulier and
                  Matthew England and
                  Timur M. Sadykov and
                  Evgenii V. Vorozhtsov},
  title        = {Computer Algebra in Scientific Computing - 22nd International Workshop,
                  {CASC} 2020, Linz, Austria, September 14-18, 2020, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12291},
  publisher    = {Springer},
  year         = {2020}
}
@proceedings{DBLP:conf/isdmci/2019,
  editor       = {Volodymyr Lytvynenko and
                  Sergii Babichev and
                  Waldemar W{\'{o}}jcik and
                  Olena Vynokurova and
                  Svetlana Vyshemyrskaya and
                  Svetlana Radetskaya},
  title        = {Lecture Notes in Computational Intelligence and Decision Making -
                  Proceedings of the 15th International Scientific Conference "Intellectual
                  Systems of Decision Making and Problems of Computational Intelligence",
                  {ISDMCI} 2019, Salisnyj Port, Ukraine, May 21-25, 2019},
  series       = {Advances in Intelligent Systems and Computing},
  volume       = {1020},
  publisher    = {Springer},
  year         = {2020}
}
@proceedings{DBLP:conf/ittmm/2020,
  editor       = {Dmitry S. Kulyabov and
                  Konstantin E. Samouylov and
                  Leonid A. Sevastianov},
  title        = {Proceedings of the Workshop on information technology and scientific
                  computing in the framework of the {X} International Conference Information
                  and Telecommunication Technologies and Mathematical Modeling of High-Tech
                  Systems, Moscow, Russian, April 13th - to - 17th, 2020},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {2639},
  publisher    = {CEUR-WS.org},
  year         = {2020}
}
@proceedings{DBLP:conf/lssc/2019,
  editor       = {Ivan Lirkov and
                  Svetozar Margenov},
  title        = {Large-Scale Scientific Computing - 12th International Conference,
                  {LSSC} 2019, Sozopol, Bulgaria, June 10-14, 2019, Revised Selected
                  Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {11958},
  publisher    = {Springer},
  year         = {2020}
}
@proceedings{DBLP:conf/pasc/2020,
  title        = {{PASC} '20: Platform for Advanced Scientific Computing Conference,
                  Geneva, Switzerland, June 29 - July 1, 2020},
  publisher    = {{ACM}},
  year         = {2020}
}
@proceedings{DBLP:conf/ppsc/2020,
  editor       = {George Biros and
                  Ulrike Meier Yang},
  title        = {Proceedings of the 2020 {SIAM} Conference on Parallel Processing for
                  Scientific Computing, {PPSC} 2020, Seattle, WA, USA, February 12-15,
                  2020},
  publisher    = {{SIAM}},
  year         = {2020}
}
@proceedings{DBLP:conf/pyhpc-ws/2020,
  title        = {9th {IEEE/ACM} Workshop on Python for High-Performance and Scientific
                  Computing, PyHPC@SC 2020, Atlanta, GA, USA, November 13, 2020},
  publisher    = {{IEEE}},
  year         = {2020}
}
@proceedings{DBLP:conf/sc/2020mlhpcai4s,
  title        = {6th {IEEE/ACM} Workshop on Machine Learning in High Performance Computing
                  Environments, and 1st Workshop on Artificial Intelligence and Machine
                  Learning for Scientific Applications {MLHPC/AI4S} 2020, Atlanta, GA,
                  USA, November 12, 2020},
  publisher    = {{IEEE}},
  year         = {2020}
}
@proceedings{DBLP:conf/siamcsc/2020,
  editor       = {H. Martin B{\"{u}}cker and
                  Xiaoye Sherry Li and
                  Sivasankaran Rajamanickam},
  title        = {Proceedings of the {SIAM} Workshop on Combinatorial Scientific Computing,
                  {CSC} 2020, Seattle, USA, February 11-13, 2020},
  publisher    = {{SIAM}},
  year         = {2020}
}
@proceedings{DBLP:conf/synasc/2020,
  title        = {22nd International Symposium on Symbolic and Numeric Algorithms for
                  Scientific Computing, {SYNASC} 2020, Timisoara, Romania, September
                  1-4, 2020},
  publisher    = {{IEEE}},
  year         = {2020}
}
@article{DBLP:journals/corr/abs-2004-09492,
  author       = {Igor Sfiligoi and
                  David Schultz and
                  Benedikt Riedel and
                  Frank W{\"{u}}rthwein and
                  Steve Barnet and
                  Vladimir Brik},
  title        = {Demonstrating a Pre-Exascale, Cost-Effective Multi-Cloud Environment
                  for Scientific Computing},
  journal      = {CoRR},
  volume       = {abs/2004.09492},
  year         = {2020}
}
@article{DBLP:journals/corr/abs-2004-10652,
  author       = {Jordan Ott and
                  Mike Pritchard and
                  Natalie Best and
                  Erik Linstead and
                  Milan Curcic and
                  Pierre Baldi},
  title        = {A Fortran-Keras Deep Learning Bridge for Scientific Computing},
  journal      = {CoRR},
  volume       = {abs/2004.10652},
  year         = {2020}
}
@article{DBLP:journals/corr/abs-2005-04831,
  author       = {Micah Halter and
                  Evan Patterson and
                  Andrew Baas and
                  James P. Fairbanks},
  title        = {Compositional Scientific Computing with Catlab and SemanticModels},
  journal      = {CoRR},
  volume       = {abs/2005.04831},
  year         = {2020}
}
@article{DBLP:journals/corr/abs-2006-05016,
  author       = {Peter Vaillancourt and
                  Bennett Wineholt and
                  Brandon Barker and
                  Plato Deliyannis and
                  Jackie Zheng and
                  Akshay Suresh and
                  Adam Brazier and
                  Rich Knepper and
                  Rich Wolski},
  title        = {Reproducible and Portable Workflows for Scientific Computing and {HPC}
                  in the Cloud},
  journal      = {CoRR},
  volume       = {abs/2006.05016},
  year         = {2020}
}
@article{DBLP:journals/corr/abs-2006-14784,
  author       = {Peter Z. Vaillancourt and
                  J. Eric Coulter and
                  Richard Knepper and
                  Brandon Barker},
  title        = {Self-Scaling Clusters and Reproducible Containers to Enable Scientific
                  Computing},
  journal      = {CoRR},
  volume       = {abs/2006.14784},
  year         = {2020}
}
@article{DBLP:journals/corr/abs-2009-02457,
  author       = {Daehyeok Kim and
                  Ankush Jain and
                  Zaoxing Liu and
                  George Amvrosiadis and
                  Damian Hazen and
                  Bradley W. Settlemyer and
                  Vyas Sekar},
  title        = {Unleashing In-network Computing on Scientific Workloads},
  journal      = {CoRR},
  volume       = {abs/2009.02457},
  year         = {2020}
}
@article{DBLP:journals/corr/abs-2010-01921,
  author       = {Muhammad Firmansyah Kasim and
                  Sam M. Vinko},
  title        = {{\(\xi\)}-torch: differentiable scientific computing library},
  journal      = {CoRR},
  volume       = {abs/2010.01921},
  year         = {2020}
}
@article{DBLP:journals/corr/abs-2010-13216,
  author       = {Ayaz Akram and
                  Anna Giannakou and
                  Venkatesh Akella and
                  Jason Lowe{-}Power and
                  Sean Peisert},
  title        = {Performance Analysis of Scientific Computing Workloads on Trusted
                  Execution Environments},
  journal      = {CoRR},
  volume       = {abs/2010.13216},
  year         = {2020}
}
@article{DBLP:journals/corr/abs-2011-03190,
  author       = {Linghao Song and
                  Fan Chen and
                  Xuehai Qian and
                  Hai Li and
                  Yiran Chen},
  title        = {Low-Cost Floating-Point Processing in ReRAM for Scientific Computing},
  journal      = {CoRR},
  volume       = {abs/2011.03190},
  year         = {2020}
}
@book{DBLP:books/hal/Ucar19,
  author       = {Bora U{\c{c}}ar},
  title        = {Partitioning, matching, and ordering: Combinatorial scientific computing
                  with matrices and tensors. (Partitionnement, couplage et permutation:
                  Calcul scientifique combinatoire sur des matrices et des tenseurs)},
  year         = {2019}
}
@book{DBLP:books/ws/SchulteL19,
  author       = {Paul Schulte and
                  David Kuo Chuen Lee},
  title        = {{AI} {\&} Quantum Computing for Finance {\&} Insurance - Fortunes
                  and Challenges for China and America},
  series       = {Singapore University of Social Sciences - World Scientific Future
                  Economy Series},
  volume       = {1},
  publisher    = {WorldScientific},
  year         = {2019}
}
@phdthesis{DBLP:phd/dnb/Neuwirth19,
  author       = {Sarah Neuwirth},
  title        = {Accelerating Network Communication and {I/O} in Scientific High Performance
                  Computing Environments},
  school       = {University of Heidelberg, Germany},
  year         = {2019}
}
@phdthesis{DBLP:phd/us/Liang19,
  author       = {Xin Liang},
  title        = {Toward Resilience and Data Reduction in Exascale Scientific Computing},
  school       = {University of California, Riverside, {USA}},
  year         = {2019}
}
@article{DBLP:journals/access/SardarazT19,
  author       = {Muhammad Sardaraz and
                  Muhammad Tahir},
  title        = {A Hybrid Algorithm for Scheduling Scientific Workflows in Cloud Computing},
  journal      = {{IEEE} Access},
  volume       = {7},
  pages        = {186137--186146},
  year         = {2019}
}
@article{DBLP:journals/access/YangCZLW19,
  author       = {Chao Yang and
                  Shuming Chen and
                  Jian Zhang and
                  Zhao Lv and
                  Zhi Wang},
  title        = {A Novel {DSP} Architecture for Scientific Computing and Deep Learning},
  journal      = {{IEEE} Access},
  volume       = {7},
  pages        = {36413--36425},
  year         = {2019}
}
@article{DBLP:journals/actanum/PothenFM19,
  author       = {Alex Pothen and
                  S. M. Ferdous and
                  Fredrik Manne},
  title        = {Approximation algorithms in combinatorial scientific computing},
  journal      = {Acta Numer.},
  volume       = {28},
  pages        = {541--633},
  year         = {2019}
}
@article{DBLP:journals/cluster/GengMXL19,
  author       = {Xiaozhong Geng and
                  Yingshuang Mao and
                  Mingyuan Xiong and
                  Yang Liu},
  title        = {An improved task scheduling algorithm for scientific workflow in cloud
                  computing environment},
  journal      = {Clust. Comput.},
  volume       = {22},
  number       = {Supplement},
  pages        = {7539--7548},
  year         = {2019}
}
@article{DBLP:journals/cluster/MuranaNAT19,
  author       = {Jonathan Mura{\~{n}}a and
                  Sergio Nesmachnow and
                  Fermin{-}Alberto Armenta{-}Cano and
                  Andrei Tchernykh},
  title        = {Characterization, modeling and scheduling of power consumption of
                  scientific computing applications in multicores},
  journal      = {Clust. Comput.},
  volume       = {22},
  number       = {3},
  pages        = {839--859},
  year         = {2019}
}
@article{DBLP:journals/cluster/RavindhrenR19,
  author       = {V. G. Ravindhren and
                  S. Ravimaran},
  title        = {{CCMA} - cloud critical metric assessment framework for scientific
                  computing},
  journal      = {Clust. Comput.},
  volume       = {22},
  number       = {5},
  pages        = {11307--11317},
  year         = {2019}
}
@article{DBLP:journals/cma/LiCQF19,
  author       = {Junpu Li and
                  Wen Chen and
                  Qing{-}Hua Qin and
                  Zhuojia Fu},
  title        = {A modified multilevel algorithm for large-scale scientific and engineering
                  computing},
  journal      = {Comput. Math. Appl.},
  volume       = {77},
  number       = {8},
  pages        = {2061--2076},
  year         = {2019}
}
@article{DBLP:journals/cse/CatlinNB19,
  author       = {Ann Christine Catlin and
                  Chandima Hewa Nadungodage and
                  Andres Bejarano},
  title        = {Lifecycle Support for Scientific Investigations: Integrating Data,
                  Computing, and Workflows},
  journal      = {Comput. Sci. Eng.},
  volume       = {21},
  number       = {4},
  pages        = {49--61},
  year         = {2019}
}
@article{DBLP:journals/cse/JhaLNR19,
  author       = {Shantenu Jha and
                  Scott A. Lathrop and
                  Jarek Nabrzyski and
                  Lavanya Ramakrishnan},
  title        = {Incorporating Scientific Workflows in Computing Research Processes},
  journal      = {Comput. Sci. Eng.},
  volume       = {21},
  number       = {4},
  pages        = {4--6},
  year         = {2019}
}
@article{DBLP:journals/cse/Lanore19,
  author       = {Vincent Lanore},
  title        = {Fostering Reuse in Scientific Computing With Embedded Components},
  journal      = {Comput. Sci. Eng.},
  volume       = {21},
  number       = {2},
  pages        = {36--47},
  year         = {2019}
}
@article{DBLP:journals/ejwcn/MaGXB19,
  author       = {Xiaojin Ma and
                  Honghao Gao and
                  Huahu Xu and
                  Minjie Bian},
  title        = {An IoT-based task scheduling optimization scheme considering the deadline
                  and cost-aware scientific workflow for cloud computing},
  journal      = {{EURASIP} J. Wirel. Commun. Netw.},
  volume       = {2019},
  pages        = {249},
  year         = {2019}
}
@article{DBLP:journals/fgcs/DAgostinoQCMCGC19,
  author       = {Daniele D'Agostino and
                  Alfonso Quarati and
                  Andrea Clematis and
                  Lucia Morganti and
                  Elena Corni and
                  Valentina Giansanti and
                  Daniele Cesini and
                  Ivan Merelli},
  title        = {SoC-based computing infrastructures for scientific applications and
                  commercial services: Performance and economic evaluations},
  journal      = {Future Gener. Comput. Syst.},
  volume       = {96},
  pages        = {11--22},
  year         = {2019}
}
@article{DBLP:journals/ijhpca/DongarraT19,
  author       = {Jack J. Dongarra and
                  Bernard Tourancheau},
  title        = {Guest editors' note: Special issue on clusters, clouds, and data for
                  scientific computing},
  journal      = {Int. J. High Perform. Comput. Appl.},
  volume       = {33},
  number       = {6},
  year         = {2019}
}
@article{DBLP:journals/ijimai/MakhloufY19,
  author       = {Sid Ahmed Makhlouf and
                  Belabbas Yagoubi},
  title        = {Data-Aware Scheduling Strategy for Scientific Workflow Applications
                  in IaaS Cloud Computing},
  journal      = {Int. J. Interact. Multim. Artif. Intell.},
  volume       = {5},
  number       = {4},
  pages        = {75--85},
  year         = {2019}
}
@article{DBLP:journals/jifs/XiurongLX19,
  author       = {Huang Xiurong and
                  Xiao Lei and
                  Tou Xiaodong},
  title        = {Scientific decision support system of marine environmental management
                  in China's Yellow Sea and Bohai Sea based on cloud computing mode},
  journal      = {J. Intell. Fuzzy Syst.},
  volume       = {37},
  number       = {5},
  pages        = {5877--5886},
  year         = {2019}
}
@article{DBLP:journals/jocs/CouturierSY19,
  author       = {Rapha{\"{e}}l Couturier and
                  Peter Strazdins and
                  Laurence T. Yang},
  title        = {Recent advances in parallel techniques for scientific computing},
  journal      = {J. Comput. Sci.},
  volume       = {36},
  year         = {2019}
}
@article{DBLP:journals/jwsr/BukhariX19,
  author       = {S. Sabahat H. Bukhari and
                  Yunni Xia},
  title        = {A Novel Completion-Time-Minimization Scheduling Approach of Scientific
                  Workflows Over Heterogeneous Cloud Computing Systems},
  journal      = {Int. J. Web Serv. Res.},
  volume       = {16},
  number       = {4},
  pages        = {1--20},
  year         = {2019}
}
@article{DBLP:journals/micro/Ipek19,
  author       = {Engin Ipek},
  title        = {Memristive Accelerators for Dense and Sparse Linear Algebra: From
                  Machine Learning to High-Performance Scientific Computing},
  journal      = {{IEEE} Micro},
  volume       = {39},
  number       = {1},
  pages        = {58--61},
  year         = {2019}
}
@article{DBLP:journals/scpe/KadriY19,
  author       = {Walid Kadri and
                  Belabbas Yagoubi},
  title        = {Optimized Scheduling Approach for Scientific Applications Based on
                  Clustering in Cloud Computing Environment},
  journal      = {Scalable Comput. Pract. Exp.},
  volume       = {20},
  number       = {3},
  pages        = {527--540},
  year         = {2019}
}
@article{DBLP:journals/scpe/KaurGS19,
  author       = {Avinash Kaur and
                  Pooja Gupta and
                  Manpreet Singh},
  title        = {Hybrid Balanced Task Clustering Algorithm for Scientific Workflows
                  in Cloud Computing},
  journal      = {Scalable Comput. Pract. Exp.},
  volume       = {20},
  number       = {2},
  pages        = {237--258},
  year         = {2019}
}
@article{DBLP:journals/soco/SujanaRPM19,
  author       = {J. Angela Jennifa Sujana and
                  T. Revathi and
                  T. S. Siva Priya and
                  K. Muneeswaran},
  title        = {Smart PSO-based secured scheduling approaches for scientific workflows
                  in cloud computing},
  journal      = {Soft Comput.},
  volume       = {23},
  number       = {5},
  pages        = {1745--1765},
  year         = {2019}
}
@article{DBLP:journals/softx/HortonKMNNQVH19,
  author       = {Brandon K. Horton and
                  Rajiv K. Kalia and
                  Erick Moen and
                  Aiichiro Nakano and
                  Ken{-}ichi Nomura and
                  Michael Qian and
                  Priya Vashishta and
                  Anders Hafreager},
  title        = {Game-Engine-Assisted Research platform for Scientific computing {(GEARS)}
                  in Virtual Reality},
  journal      = {SoftwareX},
  volume       = {9},
  pages        = {112--116},
  year         = {2019}
}
@article{DBLP:journals/tii/LinZZCCXM19,
  author       = {Bing Lin and
                  Fangning Zhu and
                  Jianshan Zhang and
                  Jiaqing Chen and
                  Xing Chen and
                  Neal Naixue Xiong and
                  Jaime Lloret Mauri},
  title        = {A Time-Driven Data Placement Strategy for a Scientific Workflow Combining
                  Edge Computing and Cloud Computing},
  journal      = {{IEEE} Trans. Ind. Informatics},
  volume       = {15},
  number       = {7},
  pages        = {4254--4265},
  year         = {2019}
}
@inproceedings{DBLP:conf/bench/BlameyHT19,
  author       = {Ben Blamey and
                  Andreas Hellander and
                  Salman Toor},
  title        = {Apache Spark Streaming, Kafka and HarmonicIO: {A} Performance Benchmark
                  and Architecture Comparison for Enterprise and Scientific Computing},
  booktitle    = {Bench},
  series       = {Lecture Notes in Computer Science},
  volume       = {12093},
  pages        = {335--347},
  publisher    = {Springer},
  year         = {2019}
}
@inproceedings{DBLP:conf/cases/CarrascosaEMMGB19,
  author       = {Juan Pedro Cobos Carrascosa and
                  David Hern{\'{a}}ndez Exp{\'{o}}sito and
                  Jose Luis Ramos Mas and
                  Beatriz Aparicio del Moral and
                  Antonio S{\'{a}}nchez G{\'{o}}mez and
                  Mar{\'{\i}}a Balaguer and
                  Antonio C. L{\'{o}}pez Jim{\'{e}}nez and
                  David Orozco Su{\'{a}}rez and
                  J. C. del Toro Iniesta},
  title        = {Reconfigurable accelerator on {FPGA} for scientific computing : From
                  a space-borne instrument to a high-performance computing data center},
  booktitle    = {{CASES} (work in progress)},
  pages        = {1--2},
  publisher    = {{IEEE}},
  year         = {2019}
}
@inproceedings{DBLP:conf/ccgrid/BartuschH0K19,
  author       = {Felix Bartusch and
                  Maximilian Hanussek and
                  Jens Kr{\"{u}}ger and
                  Oliver Kohlbacher},
  title        = {Reproducible Scientific Workflows for High Performance and Cloud Computing},
  booktitle    = {{CCGRID}},
  pages        = {161--164},
  publisher    = {{IEEE}},
  year         = {2019}
}
@inproceedings{DBLP:conf/eit/McDanielAJV19,
  author       = {Eric S. McDaniel and
                  Saleh M. Alnaeli and
                  David A. Juckem and
                  Warren S. Vaz},
  title        = {Motivating Undergraduate Computing and Engineering Research via Educational
                  and Scientific Drones},
  booktitle    = {{EIT}},
  pages        = {536--541},
  publisher    = {{IEEE}},
  year         = {2019}
}
@inproceedings{DBLP:conf/europar/CordascoDNSS19,
  author       = {Gennaro Cordasco and
                  Matteo D'Auria and
                  Alberto Negro and
                  Vittorio Scarano and
                  Carmine Spagnuolo},
  title        = {{FLY:} {A} Domain-Specific Language for Scientific Computing on FaaS},
  booktitle    = {Euro-Par Workshops},
  series       = {Lecture Notes in Computer Science},
  volume       = {11997},
  pages        = {531--544},
  publisher    = {Springer},
  year         = {2019}
}
@inproceedings{DBLP:conf/hpcc/ShenYXTML19,
  author       = {Qinghao Shen and
                  Ce Yu and
                  Jian Xiao and
                  Shanjiang Tang and
                  Xiangfei Meng and
                  Jianzeng Li},
  title        = {Dynamic Scheduling of {EDA} Scientific Workflows in Hybrid Computing
                  Environments},
  booktitle    = {HPCC/SmartCity/DSS},
  pages        = {313--320},
  publisher    = {{IEEE}},
  year         = {2019}
}
@inproceedings{DBLP:conf/hpdc/Duplyakin19,
  author       = {Dmitry Duplyakin},
  title        = {Session details: Session 2: Scientific Computing Based on Cloud},
  booktitle    = {ScienceCloud@HPDC},
  publisher    = {{ACM}},
  year         = {2019}
}
@inproceedings{DBLP:conf/hpec/KenyonV019,
  author       = {Connor Kenyon and
                  Glenn Volkema and
                  Gaurav Khanna},
  title        = {Overcoming Limitations of GPGPU-Computing in Scientific Applications},
  booktitle    = {{HPEC}},
  pages        = {1--9},
  publisher    = {{IEEE}},
  year         = {2019}
}
@inproceedings{DBLP:conf/iccS/RostamiB19,
  author       = {M. Ali Rostami and
                  H. Martin B{\"{u}}cker},
  title        = {Redesigning Interactive Educational Modules for Combinatorial Scientific
                  Computing},
  booktitle    = {{ICCS} {(5)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11540},
  pages        = {363--373},
  publisher    = {Springer},
  year         = {2019}
}
@inproceedings{DBLP:conf/icer/RafalskiUPDAMS19,
  author       = {Timothy Rafalski and
                  Phillip Merlin Uesbeck and
                  Cristina Panks{-}Meloney and
                  Patrick Daleiden and
                  William Allee and
                  Amelia McNamara and
                  Andreas Stefik},
  title        = {A Randomized Controlled Trial on the Wild Wild West of Scientific
                  Computing with Student Learners},
  booktitle    = {{ICER}},
  pages        = {239--247},
  publisher    = {{ACM}},
  year         = {2019}
}
@inproceedings{DBLP:conf/icppw/BautistaRDWK19,
  author       = {Elizabeth Bautista and
                  Melissa Romanus and
                  Thomas Davis and
                  Cary Whitney and
                  Theodore Kubaska},
  title        = {Collecting, Monitoring, and Analyzing Facility and Systems Data at
                  the National Energy Research Scientific Computing Center},
  booktitle    = {{ICPP} Workshops},
  pages        = {10:1--10:9},
  publisher    = {{ACM}},
  year         = {2019}
}
@inproceedings{DBLP:conf/icppw/BourassaJBCJVS19,
  author       = {Norman Bourassa and
                  Walker Johnson and
                  Jeff Broughton and
                  Deirdre McShane Carter and
                  Sadie Joy and
                  Raphael Vitti and
                  Peter Seto},
  title        = {Operational Data Analytics: Optimizing the National Energy Research
                  Scientific Computing Center Cooling Systems},
  booktitle    = {{ICPP} Workshops},
  pages        = {5:1--5:7},
  publisher    = {{ACM}},
  year         = {2019}
}
@inproceedings{DBLP:conf/icse/SmithSS19,
  author       = {Spencer Smith and
                  Malavika Srinivasan and
                  Sumanth Shankar},
  title        = {Debunking the myth that upfront requirements are infeasible for scientific
                  computing software},
  booktitle    = {SE4Science@ICSE},
  pages        = {33--40},
  publisher    = {{IEEE} / {ACM}},
  year         = {2019}
}
@inproceedings{DBLP:conf/idaacs/UdodKWS19,
  author       = {Kyryll Udod and
                  Volodymyr Kushnarenko and
                  Stefan Wesner and
                  Volodymyr Svjatnyj},
  title        = {Preservation System for Scientific Experiments in High Performance
                  Computing: Challenges and Proposed Concept},
  booktitle    = {{IDAACS}},
  pages        = {809--813},
  publisher    = {{IEEE}},
  year         = {2019}
}
@inproceedings{DBLP:conf/ipps/CaoLXL19,
  author       = {Liqiang Cao and
                  Xu Liu and
                  Xiaowen Xu and
                  Zhanjun Liu},
  title        = {A Performance Analysis of Large Scale Scientific Computing Applications
                  from Log Archives},
  booktitle    = {{IPDPS} Workshops},
  pages        = {406--411},
  publisher    = {{IEEE}},
  year         = {2019}
}
@inproceedings{DBLP:conf/iscas/MaHLGW19,
  author       = {Sheng Ma and
                  Libo Huang and
                  Yuanwu Lei and
                  Yang Guo and
                  Zhiying Wang},
  title        = {An Efficient Direct Memory Access {(DMA)} Controller for Scientific
                  Computing Accelerators},
  booktitle    = {{ISCAS}},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2019}
}
@inproceedings{DBLP:conf/isum/NesmachnowI19,
  author       = {Sergio Nesmachnow and
                  Santiago Iturriaga},
  title        = {Cluster-UY: Collaborative Scientific High Performance Computing in
                  Uruguay},
  booktitle    = {{ISUM}},
  series       = {Communications in Computer and Information Science},
  volume       = {1151},
  pages        = {188--202},
  publisher    = {Springer},
  year         = {2019}
}
@inproceedings{DBLP:conf/pppj/KallenW19,
  author       = {Malin K{\"{a}}ll{\'{e}}n and
                  Tobias Wrigstad},
  title        = {Performance of an {OO} compute kernel on the {JVM:} revisiting Java
                  as a language for scientific computing applications},
  booktitle    = {{MPLR}},
  pages        = {144--156},
  publisher    = {{ACM}},
  year         = {2019}
}
@inproceedings{DBLP:conf/scfa/AbramsonCJMINMM19,
  author       = {David Abramson and
                  Jake Carroll and
                  Chao Jin and
                  Michael Mallon and
                  Zane van Iperen and
                  Hoang Nguyen and
                  Allan McRae and
                  Liang Ming},
  title        = {A Cache-Based Data Movement Infrastructure for On-demand Scientific
                  Cloud Computing},
  booktitle    = {{SCFA}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11416},
  pages        = {38--56},
  publisher    = {Springer},
  year         = {2019}
}
@inproceedings{DBLP:conf/supercomputer/JiangOKPVPL19,
  author       = {Chao Jiang and
                  Dave Ojika and
                  Thorsten Kurth and
                  Prabhat and
                  Sofia Vallecorsa and
                  Bhavesh Patel and
                  Herman Lam},
  title        = {Acceleration of Scientific Deep Learning Models on Heterogeneous Computing
                  Platform with Intel\({}^{\mbox{{\textregistered}}}\) FPGAs},
  booktitle    = {{ISC} Workshops},
  series       = {Lecture Notes in Computer Science},
  volume       = {11887},
  pages        = {587--600},
  publisher    = {Springer},
  year         = {2019}
}
@inproceedings{DBLP:conf/supercomputer/NicholsTBTWD19,
  author       = {Daniel Nichols and
                  Nathalie{-}Sofia Tomov and
                  Frank Betancourt and
                  Stanimire Tomov and
                  Kwai Wong and
                  Jack J. Dongarra},
  title        = {MagmaDNN: Towards High-Performance Data Analytics and Machine Learning
                  for Data-Driven Scientific Computing},
  booktitle    = {{ISC} Workshops},
  series       = {Lecture Notes in Computer Science},
  volume       = {11887},
  pages        = {490--503},
  publisher    = {Springer},
  year         = {2019}
}
@proceedings{DBLP:conf/casc/2019,
  editor       = {Matthew England and
                  Wolfram Koepf and
                  Timur M. Sadykov and
                  Werner M. Seiler and
                  Evgenii V. Vorozhtsov},
  title        = {Computer Algebra in Scientific Computing - 21st International Workshop,
                  {CASC} 2019, Moscow, Russia, August 26-30, 2019, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {11661},
  publisher    = {Springer},
  year         = {2019}
}
@proceedings{DBLP:conf/hpdc/2019sciencecloud,
  editor       = {Bogdan Nicolae and
                  Alexandru Costan and
                  Dmitry Duplyakin and
                  Ana Gainaru and
                  Alexandru Uta and
                  Carlos Costa},
  title        = {Proceedings of the 10th Workshop on Scientific Cloud Computing, ScienceCloud@HPDC
                  2019, Phoenix, AZ, USA, June 25, 2019},
  publisher    = {{ACM}},
  year         = {2019}
}
@proceedings{DBLP:conf/pasc/2019,
  title        = {Proceedings of the Platform for Advanced Scientific Computing Conference,
                  {PASC} 2019, Zurich, Switzerland, June 12-14, 2019},
  publisher    = {{ACM}},
  year         = {2019}
}
@proceedings{DBLP:conf/synasc/2019,
  title        = {21st International Symposium on Symbolic and Numeric Algorithms for
                  Scientific Computing, {SYNASC} 2019, Timisoara, Romania, September
                  4-7, 2019},
  publisher    = {{IEEE}},
  year         = {2019}
}
@article{DBLP:journals/corr/abs-1901-05484,
  author       = {Marcelo Ponce and
                  Erik Spence and
                  Ramses van Zon and
                  Daniel Gruner},
  title        = {Bridging the Educational Gap between Emerging and Established Scientific
                  Computing Disciplines},
  journal      = {CoRR},
  volume       = {abs/1901.05484},
  year         = {2019}
}
@article{DBLP:journals/corr/abs-1901-05520,
  author       = {Ramses van Zon and
                  Marcelo Ponce and
                  Erik Spence and
                  Daniel Gruner},
  title        = {Trends in Demand, Growth, and Breadth in Scientific Computing Training
                  Delivered by a High-Performance Computing Center},
  journal      = {CoRR},
  volume       = {abs/1901.05520},
  year         = {2019}
}
@article{DBLP:journals/corr/abs-1901-07216,
  author       = {Bing Lin and
                  Fangning Zhu and
                  Jianshan Zhang and
                  Jiaqing Chen and
                  Xing Chen and
                  Neal N. Xiong and
                  Jaime Lloret Mauri},
  title        = {A Time-driven Data Placement Strategy for a Scientific Workflow Combining
                  Edge Computing and Cloud Computing},
  journal      = {CoRR},
  volume       = {abs/1901.07216},
  year         = {2019}
}
@article{DBLP:journals/corr/abs-1904-03343,
  author       = {Rahim K. Charania},
  title        = {Exploring and Benchmarking High Performance {\&} Scientific Computing
                  using {R} {R} {HPC} Packages and Lower level compiled languages {A}
                  Comparative Study},
  journal      = {CoRR},
  volume       = {abs/1904.03343},
  year         = {2019}
}
@article{DBLP:journals/corr/abs-1905-05175,
  author       = {Connor Kenyon and
                  Glenn Volkema and
                  Gaurav Khanna},
  title        = {Overcoming Limitations of GPGPU-Computing in Scientific Applications},
  journal      = {CoRR},
  volume       = {abs/1905.05175},
  year         = {2019}
}
@article{DBLP:journals/corr/abs-1906-07812,
  author       = {Spencer Smith and
                  Malavika Srinivasan and
                  Sumanth Shankar},
  title        = {Debunking the Myth that Upfront Requirements are Infeasible for Scientific
                  Computing Software},
  journal      = {CoRR},
  volume       = {abs/1906.07812},
  year         = {2019}
}
@article{DBLP:journals/corr/abs-1907-07587,
  author       = {Mike Innes and
                  Alan Edelman and
                  Keno Fischer and
                  Christopher Rackauckas and
                  Elliot Saba and
                  Viral B. Shah and
                  Will Tebbutt},
  title        = {A Differentiable Programming System to Bridge Machine Learning and
                  Scientific Computing},
  journal      = {CoRR},
  volume       = {abs/1907.07587},
  year         = {2019}
}
@article{DBLP:journals/corr/abs-1907-10121,
  author       = {Pauli Virtanen and
                  Ralf Gommers and
                  Travis E. Oliphant and
                  Matt Haberland and
                  Tyler Reddy and
                  David Cournapeau and
                  Evgeni Burovski and
                  Pearu Peterson and
                  Warren Weckesser and
                  Jonathan Bright and
                  St{\'{e}}fan van der Walt and
                  Matthew Brett and
                  Joshua Wilson and
                  K. Jarrod Millman and
                  Nikolay Mayorov and
                  Andrew R. J. Nelson and
                  Eric Jones and
                  Robert Kern and
                  Eric Larson and
                  CJ Carey and
                  Ilhan Polat and
                  Yu Feng and
                  Eric W. Moore and
                  Jake VanderPlas and
                  Denis Laxalde and
                  Josef Perktold and
                  Robert Cimrman and
                  Ian Henriksen and
                  E. A. Quintero and
                  Charles R. Harris and
                  Anne M. Archibald and
                  Ant{\^{o}}nio H. Ribeiro and
                  Fabian Pedregosa and
                  Paul van Mulbregt and
                  SciPy},
  title        = {SciPy 1.0-Fundamental Algorithms for Scientific Computing in Python},
  journal      = {CoRR},
  volume       = {abs/1907.10121},
  year         = {2019}
}
@article{DBLP:journals/corr/abs-1910-06844,
  author       = {Ali Mohammed and
                  Ahmed Eleliemy and
                  Florina M. Ciorba and
                  Franziska Kasielke and
                  Ioana Banicescu},
  title        = {An Approach for Realistically Simulating the Performance of Scientific
                  Applications on High Performance Computing Systems},
  journal      = {CoRR},
  volume       = {abs/1910.06844},
  year         = {2019}
}
@article{DBLP:journals/corr/abs-1912-13308,
  author       = {Spencer Smith and
                  Mojdeh Sayari Nejad and
                  Alan Wassyng},
  title        = {Building Confidence in Scientific Computing Software Via Assurance
                  Cases},
  journal      = {CoRR},
  volume       = {abs/1912.13308},
  year         = {2019}
}
@article{DBLP:journals/cluster/WangLW19,
  title        = {Cluster and cloud computing framework for scientific metrology in
                  flow control},
  journal      = {Clust. Comput.},
  volume       = {22},
  number       = {Suppl 1},
  pages        = {1189--1198},
  year         = {2019},
  note         = {Withdrawn.}
}
@book{DBLP:books/hal/Fortin18,
  author       = {Pierre Fortin},
  title        = {Algorithmic contributions to scientific computing on high performance
                  architectures. (Contributions algorithmiques au calcul scientifique
                  sur architectures haute performance)},
  year         = {2018}
}
@phdthesis{DBLP:phd/dnb/Scholl18,
  author       = {Alexander Sch{\"{o}}ll},
  title        = {Efficient fault tolerance for selected scientific computing algorithms
                  on heterogeneous and approximate computer architectures},
  school       = {University of Stuttgart, Germany},
  year         = {2018}
}
@phdthesis{DBLP:phd/us/Hadfield18,
  author       = {Stuart Hadfield},
  title        = {Quantum Algorithms for Scientific Computing and Approximate Optimization},
  school       = {Columbia University, {USA}},
  year         = {2018}
}
@book{DBLP:series/txcs/TurnerAK18,
  author       = {Peter R. Turner and
                  Thomas Arildsen and
                  Kathleen Kavanagh},
  title        = {Applied Scientific Computing - With Python},
  series       = {Texts in Computer Science},
  publisher    = {Springer},
  year         = {2018}
}
@article{DBLP:journals/cee/BhardwajS18,
  author       = {Tushar Bhardwaj and
                  Subhash Chander Sharma},
  title        = {Fuzzy logic-based elasticity controller for autonomic resource provisioning
                  in parallel scientific applications: {A} cloud computing perspective},
  journal      = {Comput. Electr. Eng.},
  volume       = {70},
  pages        = {1049--1073},
  year         = {2018}
}
@article{DBLP:journals/computing/HashamM18,
  author       = {Khawar Hasham and
                  Kamran Munir},
  title        = {Reproducibility of scientific workflows execution using cloud-aware
                  provenance (ReCAP)},
  journal      = {Computing},
  volume       = {100},
  number       = {12},
  pages        = {1299--1333},
  year         = {2018}
}
@article{DBLP:journals/computing/SarikhaniW18,
  author       = {Mehdi Sarikhani and
                  Andrew L. Wendelborn},
  title        = {Mechanisms for provenance collection in scientific workflow systems},
  journal      = {Computing},
  volume       = {100},
  number       = {5},
  pages        = {439--472},
  year         = {2018}
}
@article{DBLP:journals/cse/Alexandrou18,
  author       = {Constantia Alexandrou},
  title        = {The LinkSCEEM {FP7} Infrastructure Project: Linking Scientific Computing
                  in Europe and the Eastern Mediterranean},
  journal      = {Comput. Sci. Eng.},
  volume       = {20},
  number       = {3},
  pages        = {13--20},
  year         = {2018}
}
@article{DBLP:journals/cse/Hinsen18,
  author       = {Konrad Hinsen},
  title        = {Domain-Specific Languages in Scientific Computing},
  journal      = {Comput. Sci. Eng.},
  volume       = {20},
  number       = {1},
  pages        = {88--92},
  year         = {2018}
}
@article{DBLP:journals/cse/Schuster18,
  author       = {Micah D. Schuster},
  title        = {The Heat Equation: High-Performance Scientific Computing Case Study},
  journal      = {Comput. Sci. Eng.},
  volume       = {20},
  number       = {5},
  pages        = {114--127},
  year         = {2018}
}
@article{DBLP:journals/csur/IvieT18,
  author       = {Peter Ivie and
                  Douglas Thain},
  title        = {Reproducibility in Scientific Computing},
  journal      = {{ACM} Comput. Surv.},
  volume       = {51},
  number       = {3},
  pages        = {63:1--63:36},
  year         = {2018}
}
@article{DBLP:journals/fgcs/AlkhanakL18,
  author       = {Ehab Nabiel Alkhanak and
                  Sai Peck Lee},
  title        = {A hyper-heuristic cost optimisation approach for Scientific Workflow
                  Scheduling in cloud computing},
  journal      = {Future Gener. Comput. Syst.},
  volume       = {86},
  pages        = {480--506},
  year         = {2018}
}
@article{DBLP:journals/fi/AnwarD18,
  author       = {Nazia Anwar and
                  Huifang Deng},
  title        = {Elastic Scheduling of Scientific Workflows under Deadline Constraints
                  in Cloud Computing Environments},
  journal      = {Future Internet},
  volume       = {10},
  number       = {1},
  pages        = {5},
  year         = {2018}
}
@article{DBLP:journals/jcsci/KonjaangAM18,
  author       = {James Kok Konjaang and
                  Fahrul Hakim Ayob and
                  Abdullah Muhammed},
  title        = {Cost Effective Expa-Max-Min Scientific Workflow Allocation and Load
                  Balancing Strategy in Cloud Computing},
  journal      = {J. Comput. Sci.},
  volume       = {14},
  number       = {5},
  pages        = {623--638},
  year         = {2018}
}
@article{DBLP:journals/jossw/Raschka18,
  author       = {Sebastian Raschka},
  title        = {MLxtend: Providing machine learning and data science utilities and
                  extensions to Python's scientific computing stack},
  journal      = {J. Open Source Softw.},
  volume       = {3},
  number       = {24},
  pages        = {638},
  year         = {2018}
}
@article{DBLP:journals/jpdc/ZhangKZF18,
  author       = {Xuechen Zhang and
                  Ujjwal Khanal and
                  Xinghui Zhao and
                  Stephen P. Ficklin},
  title        = {Making sense of performance in in-memory computing frameworks for
                  scientific data analysis: {A} case study of the spark system},
  journal      = {J. Parallel Distributed Comput.},
  volume       = {120},
  pages        = {369--382},
  year         = {2018}
}
@article{DBLP:journals/mcs/MansuttiS18,
  author       = {Daniela Mansutti and
                  Rosa Maria Spitaleri},
  title        = {On Applied Scientific Computing XIVfor Challenging Applications},
  journal      = {Math. Comput. Simul.},
  volume       = {147},
  pages        = {1},
  year         = {2018}
}
@article{DBLP:journals/siamsc/CrockattC18,
  author       = {Michael M. Crockatt and
                  Andrew J. Christlieb},
  title        = {Low-Storage Integral Deferred Correction Methods for Scientific Computing},
  journal      = {{SIAM} J. Sci. Comput.},
  volume       = {40},
  number       = {5},
  pages        = {A2883--A2904},
  year         = {2018}
}
@article{DBLP:journals/sosym/OberPBL18,
  author       = {Ileana Ober and
                  Marc Palyart and
                  Jean{-}Michel Bruel and
                  David Lugato},
  title        = {On the use of models for high-performance scientific computing applications:
                  an experience report},
  journal      = {Softw. Syst. Model.},
  volume       = {17},
  number       = {1},
  pages        = {319--342},
  year         = {2018}
}
@inproceedings{DBLP:conf/IEEEcloud/BalosVAKMP18,
  author       = {Cody J. Balos and
                  David de la Vega and
                  Zachariah Abuelhaj and
                  Chadi Kari and
                  David Mueller and
                  Vivek K. Pallipuram},
  title        = {A2Cloud: An Analytical Model for Application-to-Cloud Matching to
                  Empower Scientific Computing},
  booktitle    = {{IEEE} {CLOUD}},
  pages        = {548--555},
  publisher    = {{IEEE} Computer Society},
  year         = {2018}
}
@inproceedings{DBLP:conf/adbis/Szalay18,
  author       = {Alexander S. Szalay},
  title        = {Database-Centric Scientific Computing - (In Memoriam Jim Gray)},
  booktitle    = {{ADBIS}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11019},
  pages        = {3--19},
  publisher    = {Springer},
  year         = {2018}
}
@inproceedings{DBLP:conf/bigdataconf/Huang18a,
  author       = {Jingwei Huang},
  title        = {From Big Data to Knowledge: Issues of Provenance, Trust, and Scientific
                  Computing Integrity},
  booktitle    = {{IEEE} BigData},
  pages        = {2197--2205},
  publisher    = {{IEEE}},
  year         = {2018}
}
@inproceedings{DBLP:conf/europar/KasielkeT18,
  author       = {Franziska Kasielke and
                  Ronny Tsch{\"{u}}ter},
  title        = {From Mathematical Model to Parallel Execution to Performance Improvement:
                  Introducing Students to a Workflow for Scientific Computing},
  booktitle    = {Euro-Par Workshops},
  series       = {Lecture Notes in Computer Science},
  volume       = {11339},
  pages        = {211--221},
  publisher    = {Springer},
  year         = {2018}
}
@inproceedings{DBLP:conf/fedcsis/KalinnikKRRR18,
  author       = {Natalia Kalinnik and
                  Robert Kiesel and
                  Thomas Rauber and
                  Marcel Richter and
                  Gudula R{\"{u}}nger},
  title        = {On the Autotuning Potential of Time-stepping methods from Scientific
                  Computing},
  booktitle    = {FedCSIS},
  series       = {Annals of Computer Science and Information Systems},
  volume       = {15},
  pages        = {329--338},
  year         = {2018}
}
@inproceedings{DBLP:conf/icdcs/LiuKFL18,
  author       = {Zhengchun Liu and
                  Rajkumar Kettimuthu and
                  Ian T. Foster and
                  Yuanlai Liu},
  title        = {A Comprehensive Study of Wide Area Data Movement at a Scientific Computing
                  Facility},
  booktitle    = {{ICDCS}},
  pages        = {1604--1611},
  publisher    = {{IEEE} Computer Society},
  year         = {2018}
}
@inproceedings{DBLP:conf/icse/SmithNW18,
  author       = {Spencer Smith and
                  Mojdeh Sayari Nejad and
                  Alan Wassyng},
  title        = {Assurance cases for scientific computing software},
  booktitle    = {{ICSE} (Companion Volume)},
  pages        = {420--421},
  publisher    = {{ACM}},
  year         = {2018}
}
@inproceedings{DBLP:conf/igarss/RosenGACLRFASB18,
  author       = {Paul A. Rosen and
                  Eric M. Gurrola and
                  Piyush Shanker Agram and
                  Joshua Cohen and
                  Marco Lavalle and
                  Bryan V. Riel and
                  Heresh Fattahi and
                  Michael A. G. Aivazis and
                  Mark Simons and
                  Sean M. Buckley},
  title        = {The InSAR Scientific Computing Environment 3.0: {A} Flexible Framework
                  for {NISAR} Operational and User-Led Science Processing},
  booktitle    = {{IGARSS}},
  pages        = {4897--4900},
  publisher    = {{IEEE}},
  year         = {2018}
}
@inproceedings{DBLP:conf/isca/FeinbergVWWI18,
  author       = {Ben Feinberg and
                  Uday Kumar Reddy Vengalam and
                  Nathan Whitehair and
                  Shibo Wang and
                  Engin Ipek},
  title        = {Enabling Scientific Computing on Memristive Accelerators},
  booktitle    = {{ISCA}},
  pages        = {367--382},
  publisher    = {{IEEE} Computer Society},
  year         = {2018}
}
@inproceedings{DBLP:conf/noms/KimK18,
  author       = {Heewon Kim and
                  Yoonhee Kim},
  title        = {An adaptive data placement strategy in scientific workflows over cloud
                  computing environments},
  booktitle    = {{NOMS}},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2018}
}
@inproceedings{DBLP:conf/paap/WangZLHG18,
  author       = {Yunlan Wang and
                  Tianhai Zhao and
                  Lu Li and
                  Zhengxiong Hou and
                  Jianhua Gu},
  title        = {Roofline Model Based Performance-Aware Energy Management for Scientific
                  Computing},
  booktitle    = {{PAAP}},
  pages        = {74--80},
  publisher    = {{IEEE}},
  year         = {2018}
}
@inproceedings{DBLP:conf/sc/SedovaTT18,
  author       = {Ada Sedova and
                  Andreas F. Tillack and
                  Arnold N. Tharrington},
  title        = {Using Compiler Directives for Performance Portability in Scientific
                  Computing: Kernels from Molecular Simulation},
  booktitle    = {WACCPD@SC},
  series       = {Lecture Notes in Computer Science},
  volume       = {11381},
  pages        = {22--47},
  publisher    = {Springer},
  year         = {2018}
}
@inproceedings{DBLP:conf/socpros/DubeyKB18,
  author       = {Sandhya Parasnath Dubey and
                  M. Sathish Kumar and
                  S. Balaji},
  title        = {{GPU} Computing for Compute-Intensive Scientific Calculation},
  booktitle    = {SocProS {(2)}},
  series       = {Advances in Intelligent Systems and Computing},
  volume       = {1057},
  pages        = {131--140},
  publisher    = {Springer},
  year         = {2018}
}
@inproceedings{DBLP:conf/teem/Velazquez-Iturbide18,
  author       = {J. {\'{A}}ngel Vel{\'{a}}zquez{-}Iturbide},
  title        = {Report of the Spanish Computing Scientific Society on Computing Education
                  in Pre-University Stages},
  booktitle    = {{TEEM}},
  pages        = {2--7},
  publisher    = {{ACM}},
  year         = {2018}
}
@inproceedings{DBLP:conf/vldb/ValduriezMABCCG18,
  author       = {Patrick Valduriez and
                  Marta Mattoso and
                  Reza Akbarinia and
                  Heraldo Borges and
                  Jos{\'{e}} J. Camata and
                  Alvaro L. G. A. Coutinho and
                  Daniel Gaspar and
                  Noel Moreno Lemus and
                  Ji Liu and
                  Hermano Lustosa and
                  Florent Masseglia and
                  Fabr{\'{\i}}cio Nogueira da Silva and
                  V{\'{\i}}tor Silva and
                  Renan Souza and
                  Kary A. C. S. Oca{\~{n}}a and
                  Eduardo S. Ogasawara and
                  Daniel de Oliveira and
                  Esther Pacitti and
                  F{\'{a}}bio Porto and
                  Dennis E. Shasha},
  title        = {Scientific Data Analysis Using Data-Intensive Scalable Computing:
                  The SciDISC Project},
  booktitle    = {LADaS@VLDB},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {2170},
  pages        = {1--8},
  publisher    = {CEUR-WS.org},
  year         = {2018}
}
@proceedings{DBLP:conf/bci2/2018,
  editor       = {Wojciech P. Hunek and
                  Szczepan Paszkiel},
  title        = {Biomedical Engineering and Neuroscience - Proceedings of the 3rd International
                  Scientific Conference on Brain-Computer Interfaces, {BCI} 2018, March
                  13-14, Opole, Poland},
  series       = {Advances in Intelligent Systems and Computing},
  volume       = {720},
  publisher    = {Springer},
  year         = {2018}
}
@proceedings{DBLP:conf/casc/2018,
  editor       = {Vladimir P. Gerdt and
                  Wolfram Koepf and
                  Werner M. Seiler and
                  Evgenii V. Vorozhtsov},
  title        = {Computer Algebra in Scientific Computing - 20th International Workshop,
                  {CASC} 2018, Lille, France, September 17-21, 2018, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {11077},
  publisher    = {Springer},
  year         = {2018}
}
@proceedings{DBLP:conf/hpdc/2018sciencecloud,
  editor       = {Alexandru Costan and
                  Bogdan Nicolae and
                  Dmitry Duplyakin and
                  Gerald F. Lofstead II and
                  Jai Dayal},
  title        = {Proceedings of the 9th Workshop on Scientific Cloud Computing, ScienceCloud@HPDC
                  2018, Tempe, AZ, USA, June 11, 2018},
  publisher    = {{ACM}},
  year         = {2018}
}
@proceedings{DBLP:conf/lssc/2017,
  editor       = {Ivan Lirkov and
                  Svetozar Margenov},
  title        = {Large-Scale Scientific Computing - 11th International Conference,
                  {LSSC} 2017, Sozopol, Bulgaria, June 5-9, 2017, Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {10665},
  publisher    = {Springer},
  year         = {2018}
}
@proceedings{DBLP:conf/pasc/2018,
  title        = {Proceedings of the Platform for Advanced Scientific Computing Conference,
                  {PASC} 2018, Basel, Switzerland, July 02-04, 2018},
  publisher    = {{ACM}},
  year         = {2018}
}
@proceedings{DBLP:conf/siamcsc/2018,
  editor       = {Fredrik Manne and
                  Peter Sanders and
                  Sivan Toledo},
  title        = {Proceedings of the Eighth {SIAM} Workshop on Combinatorial Scientific
                  Computing, {CSC} 2018, Bergen, Norway, June 6-8, 2018},
  publisher    = {{SIAM}},
  year         = {2018}
}
@proceedings{DBLP:conf/synasc/2018,
  title        = {20th International Symposium on Symbolic and Numeric Algorithms for
                  Scientific Computing, {SYNASC} 2018, Timisoara, Romania, September
                  20-23, 2018},
  publisher    = {{IEEE}},
  year         = {2018}
}
@article{DBLP:journals/corr/abs-1804-08230,
  author       = {Wei Li},
  title        = {Adapting Blockchain Technology for Scientific Computing},
  journal      = {CoRR},
  volume       = {abs/1804.08230},
  year         = {2018}
}
@article{DBLP:journals/corr/abs-1812-01219,
  author       = {Maurizio Tomasi and
                  Mos{\`{e}} Giordano},
  title        = {Towards new solutions for scientific computing: the case of Julia},
  journal      = {CoRR},
  volume       = {abs/1812.01219},
  year         = {2018}
}
@phdthesis{DBLP:phd/basesearch/Karunanithi17,
  author       = {Kamesh Arumugam},
  title        = {Efficient Machine Learning Approach for Optimizing Scientific Computing
                  Applications on Emerging {HPC} Architectures},
  school       = {Old Dominion University, Norfolk, Virginia, {USA}},
  year         = {2017}
}
@phdthesis{DBLP:phd/basesearch/Lopez17,
  author       = {Israel Lopez},
  title        = {Scientific Workflow Scheduling for Cloud Computing Environments},
  school       = {University of Sydney, Australia},
  year         = {2017}
}
@phdthesis{DBLP:phd/dnb/Riesinger17,
  author       = {Christoph Riesinger},
  title        = {Scalable scientific computing applications for GPU-accelerated heterogeneous
                  systems},
  school       = {Technical University Munich, Germany},
  year         = {2017}
}
@phdthesis{DBLP:phd/us/Meng17,
  author       = {Xiang Meng},
  title        = {Emerging Nanophotonic Applications Explored with Advanced Scientific
                  Parallel Computing},
  school       = {Columbia University, {USA}},
  year         = {2017}
}
@book{DBLP:series/sfsc/2017-348,
  author       = {Jordi Cat},
  title        = {Fuzzy Pictures as Philosophical Problem and Scientific Practice -
                  {A} Study of Visual Vagueness},
  series       = {Studies in Fuzziness and Soft Computing},
  volume       = {348},
  publisher    = {Springer},
  year         = {2017}
}
@book{DBLP:series/utcs/Pitt-FrancisW17,
  author       = {Joe Pitt{-}Francis and
                  Jonathan P. Whiteley},
  title        = {Guide to Scientific Computing in C++, Second Edition},
  series       = {Undergraduate Topics in Computer Science},
  publisher    = {Springer},
  year         = {2017}
}
@article{DBLP:journals/concurrency/LiuZBF17,
  author       = {Li Liu and
                  Miao Zhang and
                  Rajkumar Buyya and
                  Qi Fan},
  title        = {Deadline-constrained coevolutionary genetic algorithm for scientific
                  workflow scheduling in cloud computing},
  journal      = {Concurr. Comput. Pract. Exp.},
  volume       = {29},
  number       = {5},
  year         = {2017}
}
@article{DBLP:journals/concurrency/RodriguezB17,
  author       = {Maria Alejandra Rodriguez and
                  Rajkumar Buyya},
  title        = {A taxonomy and survey on scheduling algorithms for scientific workflows
                  in IaaS cloud computing environments},
  journal      = {Concurr. Comput. Pract. Exp.},
  volume       = {29},
  number       = {8},
  year         = {2017}
}
@article{DBLP:journals/cse/HaleLRW17,
  author       = {Jack S. Hale and
                  Lizao Li and
                  Chris N. Richardson and
                  Garth N. Wells},
  title        = {Containers for Portable, Productive, and Performant Scientific Computing},
  journal      = {Comput. Sci. Eng.},
  volume       = {19},
  number       = {6},
  pages        = {40--50},
  year         = {2017}
}
@article{DBLP:journals/cse/Hinsen17a,
  author       = {Konrad Hinsen},
  title        = {A Dream of Simplicity: Scientific Computing on Turing Machines},
  journal      = {Comput. Sci. Eng.},
  volume       = {19},
  number       = {3},
  pages        = {78--85},
  year         = {2017}
}
@article{DBLP:journals/ethicsit/MollerV17,
  author       = {Matthias M{\"{o}}ller and
                  Cornelis Vuik},
  title        = {On the impact of quantum computing technology on future developments
                  in high-performance scientific computing},
  journal      = {Ethics Inf. Technol.},
  volume       = {19},
  number       = {4},
  pages        = {253--269},
  year         = {2017}
}
@article{DBLP:journals/fgcs/CasasTRWZ17,
  author       = {Israel Casas and
                  Javid Taheri and
                  Rajiv Ranjan and
                  Lizhe Wang and
                  Albert Y. Zomaya},
  title        = {A balanced scheduler with data reuse and replication for scientific
                  workflows in cloud computing systems},
  journal      = {Future Gener. Comput. Syst.},
  volume       = {74},
  pages        = {168--178},
  year         = {2017}
}
@article{DBLP:journals/fgcs/PouyaPLL17,
  author       = {Iman Pouya and
                  Sander Pronk and
                  Magnus Lundborg and
                  Erik Lindahl},
  title        = {Copernicus, a hybrid dataflow and peer-to-peer scientific computing
                  platform for efficient large-scale ensemble sampling},
  journal      = {Future Gener. Comput. Syst.},
  volume       = {71},
  pages        = {18--31},
  year         = {2017}
}
@article{DBLP:journals/gis/TangFJSZST17,
  author       = {Wenwu Tang and
                  Wenpeng Feng and
                  Meijuan Jia and
                  Jiyang Shi and
                  Huifang Zuo and
                  Christina E. Stringer and
                  Carl C. Trettin},
  title        = {A cyber-enabled spatial decision support system to inventory Mangroves
                  in Mozambique: coupling scientific workflows and cloud computing},
  journal      = {Int. J. Geogr. Inf. Sci.},
  volume       = {31},
  number       = {5},
  pages        = {907--938},
  year         = {2017}
}
@article{DBLP:journals/ijcnds/RaveendranJM17,
  author       = {Biju K. Raveendran and
                  Pravin Joshi and
                  Sahil Mittal},
  title        = {eduCloud: a {VM} communication aware, migration efficient cloud for
                  scientific computing},
  journal      = {Int. J. Commun. Networks Distributed Syst.},
  volume       = {18},
  number       = {3/4},
  pages        = {329--352},
  year         = {2017}
}
@article{DBLP:journals/ijhpca/DongarraT17,
  author       = {Jack J. Dongarra and
                  Bernard Tourancheau},
  title        = {Guest Editor's Note: Special Issue on Clusters, Clouds and Data for
                  Scientific Computing},
  journal      = {Int. J. High Perform. Comput. Appl.},
  volume       = {31},
  number       = {1},
  pages        = {3},
  year         = {2017}
}
@article{DBLP:journals/ijoe/XiongSZ17,
  author       = {Jie Xiong and
                  Shen{-}Han Shi and
                  Song Zhang},
  title        = {Build and Evaluate a Free Virtual Cluster on Amazon Elastic Compute
                  Cloud for Scientific Computing},
  journal      = {Int. J. Online Eng.},
  volume       = {13},
  number       = {8},
  pages        = {121--132},
  year         = {2017}
}
@article{DBLP:journals/pc/BiswasDO17,
  author       = {Rupak Biswas and
                  David Donofrio and
                  Leonid Oliker},
  title        = {High-End Computing for Next-Generation Scientific Discovery},
  journal      = {Parallel Comput.},
  volume       = {64},
  pages        = {1--2},
  year         = {2017}
}
@article{DBLP:journals/ploscb/WilsonBCKNT17,
  author       = {Greg Wilson and
                  Jennifer Bryan and
                  Karen Cranston and
                  Justin Kitzes and
                  Lex Nederbragt and
                  Tracy K. Teal},
  title        = {Good enough practices in scientific computing},
  journal      = {PLoS Comput. Biol.},
  volume       = {13},
  number       = {6},
  year         = {2017}
}
@article{DBLP:journals/tcc/SadooghiMLBMRGT17,
  author       = {Iman Sadooghi and
                  Jesus Hernandez Martin and
                  Tonglin Li and
                  Kevin Brandstatter and
                  Ketan Maheshwari and
                  Tiago Pais Pitta De Lacerda Ruivo and
                  Gabriele Garzoglio and
                  Steven Timm and
                  Yong Zhao and
                  Ioan Raicu},
  title        = {Understanding the Performance and Potential of Cloud Computing for
                  Scientific Applications},
  journal      = {{IEEE} Trans. Cloud Comput.},
  volume       = {5},
  number       = {2},
  pages        = {358--371},
  year         = {2017}
}
@inproceedings{DBLP:conf/aciids/HoralekS17,
  author       = {Josef Horalek and
                  Vladimir Sobeslav},
  title        = {Analysis and Solution Model of Distributed Computing in Scientific
                  Calculations},
  booktitle    = {{ACIIDS} {(1)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {10191},
  pages        = {367--376},
  year         = {2017}
}
@inproceedings{DBLP:conf/apnoms/KimAKKC17,
  author       = {Seoyoung Kim and
                  Julim Ahn and
                  Heewon Kim and
                  Yoonhee Kim and
                  Jieun Choi},
  title        = {iSDF: An integrated software-defined computing framework for scientific
                  experiments},
  booktitle    = {{APNOMS}},
  pages        = {157--162},
  publisher    = {{IEEE}},
  year         = {2017}
}
@inproceedings{DBLP:conf/bdiot/DatskovaGS17,
  author       = {Olga Datskova and
                  Costin Grigoras and
                  Weidong Shi},
  title        = {Performance Analytics for Scientific Distributed Computing Environments},
  booktitle    = {{BDIOT}},
  pages        = {75--79},
  publisher    = {{ACM}},
  year         = {2017}
}
@inproceedings{DBLP:conf/carla/SpillnerMM17,
  author       = {Josef Spillner and
                  Cristian Mateos and
                  David A. Monge},
  title        = {FaaSter, Better, Cheaper: The Prospect of Serverless Scientific Computing
                  and {HPC}},
  booktitle    = {{CARLA}},
  series       = {Communications in Computer and Information Science},
  volume       = {796},
  pages        = {154--168},
  publisher    = {Springer},
  year         = {2017}
}
@inproceedings{DBLP:conf/cf/FiorePDELKMMAPL17,
  author       = {Sandro Fiore and
                  Cosimo Palazzo and
                  Alessandro D'Anca and
                  Donatello Elia and
                  Elisa Londero and
                  Cristina Knapic and
                  Stephen Monna and
                  Nicola M. Marcucci and
                  Fernando Aguilar and
                  Marcin Pl{\'{o}}ciennik and
                  Jes{\'{u}}s E. Marco de Lucas and
                  Giovanni Aloisio},
  title        = {Big Data Analytics on Large-Scale Scientific Datasets in the INDIGO-DataCloud
                  Project},
  booktitle    = {Conf. Computing Frontiers},
  pages        = {343--348},
  publisher    = {{ACM}},
  year         = {2017}
}
@inproceedings{DBLP:conf/csa2/JeonMSLCR17,
  author       = {Inho Jeon and
                  Jin Ma and
                  Jerry H. Seo and
                  Jongsuk Ruth Lee and
                  Kumwon Cho and
                  Hoon Ryu},
  title        = {A Development on the SaaS Cloud Scientific Computing Platform for
                  Education and Research in Nanoscience},
  booktitle    = {{CSA/CUTE}},
  series       = {Lecture Notes in Electrical Engineering},
  volume       = {474},
  pages        = {951--956},
  publisher    = {Springer},
  year         = {2017}
}
@inproceedings{DBLP:conf/dasc/CaoL17,
  author       = {Yuan Cao and
                  Yao Liang},
  title        = {Facilitating Reproducible Computing via Scientific Workflows for Modelling
                  and Data Integration},
  booktitle    = {DASC/PiCom/DataCom/CyberSciTech},
  pages        = {993--1000},
  publisher    = {{IEEE} Computer Society},
  year         = {2017}
}
@inproceedings{DBLP:conf/fpga/WellerOLBT17,
  author       = {Dennis Weller and
                  Fabian Oboril and
                  Dimitar Lukarski and
                  J{\"{u}}rgen Becker and
                  Mehdi Baradaran Tahoori},
  title        = {Energy Efficient Scientific Computing on FPGAs using OpenCL},
  booktitle    = {{FPGA}},
  pages        = {247--256},
  publisher    = {{ACM}},
  year         = {2017}
}
@inproceedings{DBLP:conf/hpdc/Coen17,
  author       = {Janice L. Coen},
  title        = {Using Scientific Computing to Advance Wildland Fire Monitoring and
                  Prediction},
  booktitle    = {{HPDC}},
  pages        = {179},
  publisher    = {{ACM}},
  year         = {2017}
}
@inproceedings{DBLP:conf/hpec/VolkemaK17,
  author       = {Glenn Volkema and
                  Gaurav Khanna},
  title        = {Scientific computing using consumer video-gaming embedded devices},
  booktitle    = {{HPEC}},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2017}
}
@inproceedings{DBLP:conf/icppw/JohnstonLAR17,
  author       = {Beau Johnston and
                  Brian Lee and
                  Luke Angove and
                  Alistair P. Rendell},
  title        = {Embedded Accelerators for Scientific High-Performance Computing: An
                  Energy Study of OpenCL Gaussian Elimination Workloads},
  booktitle    = {{ICPP} Workshops},
  pages        = {59--68},
  publisher    = {{IEEE} Computer Society},
  year         = {2017}
}
@inproceedings{DBLP:conf/imcl/MagdalinouP17,
  author       = {Kalliopi Magdalinou and
                  Spyros Papadakis},
  title        = {The Use of Educational Scenarios Using State-of-the-Art {IT} Technologies
                  Such as Ubiquitous Computing, Mobile Computing and the Internet of
                  Things as an Incentive to Choose a Scientific Career},
  booktitle    = {{IMCL}},
  series       = {Advances in Intelligent Systems and Computing},
  volume       = {725},
  pages        = {915--923},
  publisher    = {Springer},
  year         = {2017}
}
@inproceedings{DBLP:conf/iwocl/Noack17,
  author       = {Matthias Noack},
  title        = {OpenCL in Scientific High Performance Computing: The Good, the Bad,
                  and the Ugly},
  booktitle    = {{IWOCL}},
  pages        = {12:1--12:3},
  publisher    = {{ACM}},
  year         = {2017}
}
@inproceedings{DBLP:conf/ldav/LingKKKRSD17,
  author       = {Julia Ling and
                  W. Philip Kegelmeyer and
                  Aditya Konduri and
                  Hemanth Kolla and
                  Kevin A. Reed and
                  Timothy M. Shead and
                  Warren L. Davis IV},
  title        = {Using feature importance metrics to detect events of interest in scientific
                  computing applications},
  booktitle    = {{LDAV}},
  pages        = {55--63},
  publisher    = {{IEEE} Computer Society},
  year         = {2017}
}
@inproceedings{DBLP:conf/mobiwis/HoralekS17a,
  author       = {Josef Horalek and
                  Vladimir Sobeslav},
  title        = {Analysis and Solution Model of Distributed Computing in Scientific
                  Calculations},
  booktitle    = {MobiWIS},
  series       = {Lecture Notes in Computer Science},
  volume       = {10486},
  pages        = {314--324},
  publisher    = {Springer},
  year         = {2017}
}
@inproceedings{DBLP:conf/ncs2/AimonePS17,
  author       = {James B. Aimone and
                  Ojas Parekh and
                  William Severa},
  title        = {Neural computing for scientific computing applications: more than
                  just machine learning},
  booktitle    = {{NCS}},
  pages        = {7:1--7:6},
  publisher    = {{ACM}},
  year         = {2017}
}
@inproceedings{DBLP:conf/ncs2/SchumanPYPPCWR17,
  author       = {Catherine D. Schuman and
                  Thomas E. Potok and
                  Steven R. Young and
                  Robert M. Patton and
                  Gabriel N. Perdue and
                  Gangotree Chakma and
                  Austin Wyer and
                  Garrett S. Rose},
  title        = {Neuromorphic computing for temporal scientific data classification},
  booktitle    = {{NCS}},
  pages        = {2:1--2:6},
  publisher    = {{ACM}},
  year         = {2017}
}
@inproceedings{DBLP:conf/parco/BergamaschiM17,
  author       = {Luca Bergamaschi and
                  {\'{A}}ngeles Mart{\'{\i}}nez},
  title        = {Spectral Acceleration of Parallel Iterative Eigensolvers for Large
                  Scale Scientific Computing},
  booktitle    = {{PARCO}},
  series       = {Advances in Parallel Computing},
  volume       = {32},
  pages        = {107--116},
  publisher    = {{IOS} Press},
  year         = {2017}
}
@inproceedings{DBLP:conf/parco/CesariniBB17,
  author       = {Daniele Cesarini and
                  Andrea Bartolini and
                  Luca Benini},
  title        = {Energy Saving and Thermal Management Opportunities in a Workload-Aware
                  {MPI} Runtime for a Scientific {HPC} Computing Node},
  booktitle    = {{PARCO}},
  series       = {Advances in Parallel Computing},
  volume       = {32},
  pages        = {277--286},
  publisher    = {{IOS} Press},
  year         = {2017}
}
@inproceedings{DBLP:conf/parco/CesiniSBV17,
  author       = {Daniele Cesini and
                  Sebastiano Fabio Schifano and
                  Tommaso Boccali and
                  Piero Vicini},
  title        = {MiniSymposium on Energy Aware Scientific Computing on Low Power and
                  Heterogeneous Architectures},
  booktitle    = {{PARCO}},
  series       = {Advances in Parallel Computing},
  volume       = {32},
  pages        = {721--722},
  publisher    = {{IOS} Press},
  year         = {2017}
}
@inproceedings{DBLP:conf/ppam/BanasKBC17,
  author       = {Krzysztof Banas and
                  Filip Kruzel and
                  Jan Bielanski and
                  Kazimierz Chlon},
  title        = {A Comparison of Performance Tuning Process for Different Generations
                  of {NVIDIA} GPUs and an Example Scientific Computing Algorithm},
  booktitle    = {{PPAM} {(1)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {10777},
  pages        = {232--242},
  publisher    = {Springer},
  year         = {2017}
}
@inproceedings{DBLP:conf/saso/SuhM17,
  author       = {Young{-}Kyoon Suh and
                  Jin Ma},
  title        = {SuperMan: {A} Novel System for Storing and Retrieving Scientific-Simulation
                  Provenance for Efficient Job Executions on Computing Clusters},
  booktitle    = {FAS*W@SASO/ICCAC},
  pages        = {283--288},
  publisher    = {{IEEE} Computer Society},
  year         = {2017}
}
@incollection{DBLP:books/sp/17/BarkerBHM17,
  author       = {James Barker and
                  Johannes Bulin and
                  Jan Hamaekers and
                  Sonja Mathias},
  title        = {{LC-GAP:} Localized Coulomb Descriptors for the Gaussian Approximation
                  Potential},
  booktitle    = {Scientific Computing and Algorithms in Industrial Simulations},
  pages        = {25--42},
  publisher    = {Springer},
  year         = {2017}
}
@incollection{DBLP:books/sp/17/BrandesSS17,
  author       = {Thomas Brandes and
                  Eric Schricker and
                  Thomas Soddemann},
  title        = {The {LAMA} Approach for Writing Portable Applications on Heterogenous
                  Architectures},
  booktitle    = {Scientific Computing and Algorithms in Industrial Simulations},
  pages        = {181--198},
  publisher    = {Springer},
  year         = {2017}
}
@incollection{DBLP:books/sp/17/BrodbeckKRW17,
  author       = {Carsten Brodbeck and
                  Jan Knebel and
                  Detlef Ritter and
                  Klaus Wolf},
  title        = {Applying {CFD} for the Design of an Air-Liquid Interface In-Vitro
                  Testing Method for Inhalable Compounds},
  booktitle    = {Scientific Computing and Algorithms in Industrial Simulations},
  pages        = {229--243},
  publisher    = {Springer},
  year         = {2017}
}
@incollection{DBLP:books/sp/17/CleesHANNT17,
  author       = {Tanja Clees and
                  Nils Hornung and
                  Eric Lluch Alvarez and
                  Igor N. Nikitin and
                  Lialia Nikitina and
                  Inna Torgovitskaia},
  title        = {Cooling Circuit Simulation {I:} Modeling},
  booktitle    = {Scientific Computing and Algorithms in Industrial Simulations},
  pages        = {61--79},
  publisher    = {Springer},
  year         = {2017}
}
@incollection{DBLP:books/sp/17/CleesHLSSSTW17,
  author       = {Tanja Clees and
                  Nils Hornung and
                  Detlef Labrenz and
                  Michael Schnell and
                  Horst Schwichtenberg and
                  Hayk Shoukourian and
                  Inna Torgovitskaia and
                  Torsten Wilde},
  title        = {Cooling Circuit Simulation {II:} {A} Numerical Example},
  booktitle    = {Scientific Computing and Algorithms in Industrial Simulations},
  pages        = {153--180},
  publisher    = {Springer},
  year         = {2017}
}
@incollection{DBLP:books/sp/17/CleesNNPK17,
  author       = {Tanja Clees and
                  Igor N. Nikitin and
                  Lialia Nikitina and
                  Sabine Pott and
                  Stanislav V. Klimenko},
  title        = {River Bed Morphodynamics: Metamodeling, Reliability Analysis, and
                  Visualization in a Virtual Environment},
  booktitle    = {Scientific Computing and Algorithms in Industrial Simulations},
  pages        = {43--59},
  publisher    = {Springer},
  year         = {2017}
}
@incollection{DBLP:books/sp/17/FeldGLSSX17,
  author       = {Dustin Feld and
                  Jochen Garcke and
                  Jia Liu and
                  Eric Schricker and
                  Thomas Soddemann and
                  Yong Xue},
  title        = {Energy-Efficiency and Performance Comparison of Aerosol Optical Depth
                  Retrieval on Distributed Embedded SoC Architectures},
  booktitle    = {Scientific Computing and Algorithms in Industrial Simulations},
  pages        = {341--358},
  publisher    = {Springer},
  year         = {2017}
}
@incollection{DBLP:books/sp/17/FluckSZCS17,
  author       = {Juliane Fluck and
                  Philipp Senger and
                  Wolfgang Ziegler and
                  Steffen Claus and
                  Horst Schwichtenberg},
  title        = {The cloud4health Project: Secondary Use of Clinical Data with Secure
                  Cloud-Based Text Mining Services},
  booktitle    = {Scientific Computing and Algorithms in Industrial Simulations},
  pages        = {285--315},
  publisher    = {Springer},
  year         = {2017}
}
@incollection{DBLP:books/sp/17/GarckeIMPSS17,
  author       = {Jochen Garcke and
                  Rodrigo Iza{-}Teran and
                  Marvin Marks and
                  Mandar Pathare and
                  Dirk Schollbach and
                  Martin Stettner},
  title        = {Dimensionality Reduction for the Analysis of Time Series Data from
                  Wind Turbines},
  booktitle    = {Scientific Computing and Algorithms in Industrial Simulations},
  pages        = {317--339},
  publisher    = {Springer},
  year         = {2017}
}
@incollection{DBLP:books/sp/17/GarckePP17,
  author       = {Jochen Garcke and
                  Mandar Pathare and
                  Nikhil Prabakaran},
  title        = {ModelCompare},
  booktitle    = {Scientific Computing and Algorithms in Industrial Simulations},
  pages        = {199--205},
  publisher    = {Springer},
  year         = {2017}
}
@incollection{DBLP:books/sp/17/HulsmannKKKPRHL17,
  author       = {Marco H{\"{u}}lsmann and
                  Bernhard Klaassen and
                  Andreas Kr{\"{a}}mer and
                  Ottmar Kr{\"{a}}mer{-}Fuhrmann and
                  Tosawi Pangalela and
                  Dirk Reith and
                  Klaus Hack and
                  Johannes Linden},
  title        = {Calculation of Chemical Equilibria in Multi-Phase: Multicomponent
                  Systems},
  booktitle    = {Scientific Computing and Algorithms in Industrial Simulations},
  pages        = {3--24},
  publisher    = {Springer},
  year         = {2017}
}
@incollection{DBLP:books/sp/17/KoddermannSHKKR17,
  author       = {Thorsten K{\"{o}}ddermann and
                  Martin R. Schenk and
                  Marco H{\"{u}}lsmann and
                  Andreas Kr{\"{a}}mer and
                  Karl N. Kirschner and
                  Dirk Reith},
  title        = {Molecular Dynamics Simulation of Membrane Free Energy Profiles Using
                  Accurate Force Field for Ionic Liquids},
  booktitle    = {Scientific Computing and Algorithms in Industrial Simulations},
  pages        = {265--284},
  publisher    = {Springer},
  year         = {2017}
}
@incollection{DBLP:books/sp/17/PlumKGMNSS17,
  author       = {Hans{-}Joachim Plum and
                  Arnold Krechel and
                  Sebastian Gries and
                  Bram Metsch and
                  Fabian Nick and
                  Marc Alexander Schweitzer and
                  Klaus St{\"{u}}ben},
  title        = {Parallel Algebraic Multigrid},
  booktitle    = {Scientific Computing and Algorithms in Industrial Simulations},
  pages        = {121--134},
  publisher    = {Springer},
  year         = {2017}
}
@incollection{DBLP:books/sp/17/SchweitzerZ17,
  author       = {Marc Alexander Schweitzer and
                  Albert Ziegenhagel},
  title        = {Rapid Enriched Simulation Application Development with {PUMA}},
  booktitle    = {Scientific Computing and Algorithms in Industrial Simulations},
  pages        = {207--226},
  publisher    = {Springer},
  year         = {2017}
}
@incollection{DBLP:books/sp/17/StubenRCG17,
  author       = {Klaus St{\"{u}}ben and
                  John W. Ruge and
                  Tanja Clees and
                  Sebastian Gries},
  title        = {Algebraic Multigrid: From Academia to Industry},
  booktitle    = {Scientific Computing and Algorithms in Industrial Simulations},
  pages        = {83--119},
  publisher    = {Springer},
  year         = {2017}
}
@incollection{DBLP:books/sp/17/TrottenbergS17,
  author       = {Ulrich Trottenberg and
                  Anton Sch{\"{u}}ller},
  title        = {The Fraunhofer Institute for Algorithms and Scientific Computing {SCAI}},
  booktitle    = {Scientific Computing and Algorithms in Industrial Simulations},
  pages        = {361--376},
  publisher    = {Springer},
  year         = {2017}
}
@incollection{DBLP:books/sp/17/WirthO17,
  author       = {Nadja Wirth and
                  Andr{\'{e}} Oeckerath},
  title        = {A Mapping Procedure for the Computation of Flow-Induced Vibrations
                  in Turbomachinery},
  booktitle    = {Scientific Computing and Algorithms in Industrial Simulations},
  pages        = {245--263},
  publisher    = {Springer},
  year         = {2017}
}
@incollection{DBLP:books/sp/17/WolfBBKOW17,
  author       = {Klaus Wolf and
                  Pascal Bayrasy and
                  Carsten Brodbeck and
                  Ilja Kalmykov and
                  Andr{\'{e}} Oeckerath and
                  Nadja Wirth},
  title        = {MpCCI: Neutral Interfaces for Multiphysics Simulations},
  booktitle    = {Scientific Computing and Algorithms in Industrial Simulations},
  pages        = {135--151},
  publisher    = {Springer},
  year         = {2017}
}
@incollection{DBLP:series/ccn/GalanteR17,
  author       = {Guilherme Galante and
                  Rodrigo da Rosa Righi},
  title        = {Exploring Cloud Elasticity in Scientific Applications},
  booktitle    = {Cloud Computing, 2nd Ed},
  series       = {Computer Communications and Networks},
  pages        = {101--125},
  publisher    = {Springer},
  year         = {2017}
}
@incollection{DBLP:series/ccn/Oliveira0M17,
  author       = {Ary Henrique M. de Oliveira and
                  Daniel de Oliveira and
                  Marta Mattoso},
  title        = {Clouds and Reproducibility: {A} Way to Go to Scientific Experiments?},
  booktitle    = {Cloud Computing, 2nd Ed},
  series       = {Computer Communications and Networks},
  pages        = {127--151},
  publisher    = {Springer},
  year         = {2017}
}
@book{DBLP:books/sp/17/GSS2017,
  editor       = {Michael Griebel and
                  Anton Sch{\"{u}}ller and
                  Marc Alexander Schweitzer},
  title        = {Scientific Computing and Algorithms in Industrial Simulations, Projects
                  and Products of Fraunhofer {SCAI}},
  publisher    = {Springer},
  year         = {2017}
}
@proceedings{DBLP:conf/casc/2017,
  editor       = {Vladimir P. Gerdt and
                  Wolfram Koepf and
                  Werner M. Seiler and
                  Evgenii V. Vorozhtsov},
  title        = {Computer Algebra in Scientific Computing - 19th International Workshop,
                  {CASC} 2017, Beijing, China, September 18-22, 2017, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {10490},
  publisher    = {Springer},
  year         = {2017}
}
@proceedings{DBLP:conf/jhpcs/2016,
  editor       = {Edoardo Di Napoli and
                  Marc{-}Andr{\'{e}} Hermanns and
                  Hristo Iliev and
                  Andreas Lintermann and
                  Alexander Peyser},
  title        = {High-Performance Scientific Computing - First {JARA-HPC} Symposium,
                  {JHPCS} 2016, Aachen, Germany, October 4-5, 2016, Revised Selected
                  Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {10164},
  publisher    = {Springer},
  year         = {2017}
}
@proceedings{DBLP:conf/pasc/2017,
  title        = {Proceedings of the Platform for Advanced Scientific Computing Conference,
                  {PASC} 2017, Lugano, Switzerland, June 26 - 28, 2017},
  publisher    = {{ACM}},
  year         = {2017}
}
@proceedings{DBLP:conf/sc/2017pyhpc,
  title        = {Proceedings of the 7th Workshop on Python for High-Performance and
                  Scientific Computing, PyHPC@SC 2017, Denver, CO, USA, November 12,
                  2017},
  publisher    = {{ACM}},
  year         = {2017}
}
@proceedings{DBLP:conf/synasc/2016sc,
  editor       = {Erika {\'{A}}brah{\'{a}}m and
                  James H. Davenport and
                  Pascal Fontaine},
  title        = {Proceedings of the 1st Workshop on Satisfiability Checking and Symbolic
                  Computation co-located with 18th International Symposium on Symbolic
                  and Numeric Algorithms for Scientific Computing {(SYNASC} 2016), Timisoara,
                  Romania, September 24, 2016},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {1804},
  publisher    = {CEUR-WS.org},
  year         = {2017}
}
@proceedings{DBLP:conf/synasc/2017,
  editor       = {Tudor Jebelean and
                  Viorel Negru and
                  Dana Petcu and
                  Daniela Zaharie and
                  Tetsuo Ida and
                  Stephen M. Watt},
  title        = {19th International Symposium on Symbolic and Numeric Algorithms for
                  Scientific Computing, {SYNASC} 2017, Timisoara, Romania, September
                  21-24, 2017},
  publisher    = {{IEEE} Computer Society},
  year         = {2017}
}
@article{DBLP:journals/corr/MollerV17,
  author       = {Matthias M{\"{o}}ller and
                  Cornelis Vuik},
  title        = {On the impact of quantum computing technology on future developments
                  in high-performance scientific computing},
  journal      = {CoRR},
  volume       = {abs/1705.07413},
  year         = {2017}
}
@book{DBLP:books/sp/BrewerB16,
  author       = {Kevin Brewer and
                  Cathy Bareiss},
  title        = {Concise Guide to Computing Foundations - Core Concepts and Select
                  Scientific Applications},
  publisher    = {Springer},
  year         = {2016}
}
@phdthesis{DBLP:phd/basesearch/RodriguezSossa16,
  author       = {Maria Alejandra Rodriguez Sossa},
  title        = {Resource provisioning and scheduling algorithms for scientific workflows
                  in cloud computing environments},
  school       = {University of Melbourne, Australia},
  year         = {2016}
}
@phdthesis{DBLP:phd/ndltd/Teixeira16,
  author       = {Eduardo Cotrin Teixeira},
  title        = {Support information to scientific workflow scheduling for execution
                  in cloud computing platforms (Informa{\c{c}}{\~{o}}es de suporte ao
                  escalonamento de workflows cient{\'{\i}}ficos para a execu{\c{c}}{\~{a}}o
                  em plataformas de computa{\c{c}}{\~{a}}o em nuvem)},
  school       = {University of S{\~{a}}o Paulo, Brazil},
  year         = {2016}
}
@article{DBLP:journals/cai/BalisB16,
  author       = {Bartosz Balis and
                  Krzysztof Borowski},
  title        = {Using an Actor Framework for Scientific Computing: Opportunities and
                  Challenges},
  journal      = {Comput. Informatics},
  volume       = {35},
  number       = {4},
  pages        = {870--889},
  year         = {2016}
}
@article{DBLP:journals/cj/NepalP16,
  author       = {Surya Nepal and
                  Suraj Pandey},
  title        = {Guest Editorial: Cloud Computing and Scientific Applications {(CCSA)}
                  - Big Data Analysis in the Cloud},
  journal      = {Comput. J.},
  volume       = {59},
  number       = {3},
  pages        = {285--286},
  year         = {2016}
}
@article{DBLP:journals/cluster/HossainNKH16,
  author       = {Md. Azam Hossain and
                  Cao Ngoc Nguyen and
                  Jik{-}Soo Kim and
                  Soonwook Hwang},
  title        = {Exploiting resource profiling mechanism for large-scale scientific
                  computing on grids},
  journal      = {Clust. Comput.},
  volume       = {19},
  number       = {3},
  pages        = {1527--1539},
  year         = {2016}
}
@article{DBLP:journals/computing/NirmalaB16,
  author       = {S. Jaya Nirmala and
                  S. Mary Saira Bhanu},
  title        = {Catfish-PSO based scheduling of scientific workflows in IaaS cloud},
  journal      = {Computing},
  volume       = {98},
  number       = {11},
  pages        = {1091--1109},
  year         = {2016}
}
@article{DBLP:journals/computing/PaciniMG16,
  author       = {Elina Pacini and
                  Cristian Mateos and
                  Carlos Garc{\'{\i}}a Garino},
  title        = {Multi-objective Swarm Intelligence schedulers for online scientific
                  Clouds},
  journal      = {Computing},
  volume       = {98},
  number       = {5},
  pages        = {495--522},
  year         = {2016}
}
@article{DBLP:journals/computing/WeissK16,
  author       = {Andreas Wei{\ss} and
                  Dimka Karastoyanova},
  title        = {Enabling coupled multi-scale, multi-field experiments through choreographies
                  of data-driven scientific simulations},
  journal      = {Computing},
  volume       = {98},
  number       = {4},
  pages        = {439--467},
  year         = {2016}
}
@article{DBLP:journals/isci/HamedaniKK16,
  author       = {Masoud Reyhani Hamedani and
                  Sang{-}Wook Kim and
                  Dong{-}Jin Kim},
  title        = {SimCC: {A} novel method to consider both content and citations for
                  computing similarity of scientific papers},
  journal      = {Inf. Sci.},
  volume       = {334-335},
  pages        = {273--292},
  year         = {2016}
}
@article{DBLP:journals/jocs/StrazdinsCY16,
  author       = {Peter Strazdins and
                  Rapha{\"{e}}l Couturier and
                  Laurence T. Yang},
  title        = {Recent advances in parallel techniques for scientific computing},
  journal      = {J. Comput. Sci.},
  volume       = {17},
  pages        = {491--493},
  year         = {2016}
}
@article{DBLP:journals/jsa/CarrascosaMMBJI16,
  author       = {Juan Pedro Cobos Carrascosa and
                  Jose Luis Ramos Mas and
                  Beatriz Aparicio del Moral and
                  Mar{\'{\i}}a Balaguer and
                  Antonio C. L{\'{o}}pez Jim{\'{e}}nez and
                  J. C. del Toro Iniesta},
  title        = {{SIMD} architecture on {FPGA} for scientific computing aboard a space
                  instrument},
  journal      = {J. Syst. Archit.},
  volume       = {62},
  pages        = {1--11},
  year         = {2016}
}
@article{DBLP:journals/jss/AlkhanakLRP16,
  author       = {Ehab Nabiel Alkhanak and
                  Sai Peck Lee and
                  Reza Rezaei and
                  Reza Meimandi Parizi},
  title        = {Cost optimization approaches for scientific workflow scheduling in
                  cloud and grid computing: {A} review, classifications, and open issues},
  journal      = {J. Syst. Softw.},
  volume       = {113},
  pages        = {1--26},
  year         = {2016}
}
@article{DBLP:journals/qic/BhaskarHPP16,
  author       = {Mihir K. Bhaskar and
                  Stuart Hadfield and
                  Anargyros Papageorgiou and
                  Iasonas Petras},
  title        = {Quantum algorithms and circuits for scientific computing},
  journal      = {Quantum Inf. Comput.},
  volume       = {16},
  number       = {3{\&}4},
  pages        = {197--236},
  year         = {2016}
}
@article{DBLP:journals/tcc/KeaheyRCN16,
  author       = {Kate Keahey and
                  Ioan Raicu and
                  Kyle Chard and
                  Bogdan Nicolae},
  title        = {Guest Editors Introduction: Special Issue on Scientific Cloud Computing},
  journal      = {{IEEE} Trans. Cloud Comput.},
  volume       = {4},
  number       = {1},
  pages        = {4--5},
  year         = {2016}
}
@article{DBLP:journals/tjs/KimYJP16,
  author       = {Chi{-}Woong Kim and
                  Heejun Yoon and
                  Duseok Jin and
                  Sang Oh Park},
  title        = {Integrated management system for a large computing resources in a
                  scientific data center},
  journal      = {J. Supercomput.},
  volume       = {72},
  number       = {9},
  pages        = {3511--3521},
  year         = {2016}
}
@inproceedings{DBLP:conf/IEEEcloud/YokoyamaMOOYLA16,
  author       = {Shigetoshi Yokoyama and
                  Yoshinobu Masatani and
                  Tazro Ohta and
                  Osamu Ogasawara and
                  Nobukazu Yoshioka and
                  Kai Liu and
                  Kento Aida},
  title        = {Reproducible Scientific Computing Environment with Overlay Cloud Architecture},
  booktitle    = {{CLOUD}},
  pages        = {774--781},
  publisher    = {{IEEE} Computer Society},
  year         = {2016}
}
@inproceedings{DBLP:conf/ccgrid/SuhRKC16,
  author       = {Young{-}Kyoon Suh and
                  Hoon Ryu and
                  Hangi Kim and
                  Kumwon Cho},
  title        = {{EDISON:} {A} Web-Based {HPC} Simulation Execution Framework for Large-Scale
                  Scientific Computing Software},
  booktitle    = {CCGrid},
  pages        = {608--612},
  publisher    = {{IEEE} Computer Society},
  year         = {2016}
}
@inproceedings{DBLP:conf/cd/EliaFDPFW16,
  author       = {Donatello Elia and
                  Sandro Fiore and
                  Alessandro D'Anca and
                  Cosimo Palazzo and
                  Ian T. Foster and
                  Dean N. Williams and
                  Giovanni Aloisio},
  title        = {An in-memory based framework for scientific data analytics},
  booktitle    = {Conf. Computing Frontiers},
  pages        = {424--429},
  publisher    = {{ACM}},
  year         = {2016}
}
@inproceedings{DBLP:conf/closer/SustrSSPM16,
  author       = {Zdenek Sustr and
                  Diego Scardaci and
                  Jir{\'{\i}} Sitera and
                  Boris Par{\'{a}}k and
                  V{\'{\i}}ctor M{\'{e}}ndez Mu{\~{n}}oz},
  title        = {Easing Scientific Computing and Federated Management in the Cloud
                  with {OCCI}},
  booktitle    = {{CLOSER} {(2)}},
  pages        = {347--354},
  publisher    = {SciTePress},
  year         = {2016}
}
@inproceedings{DBLP:conf/cscw/ChenPRA16,
  author       = {Nan{-}Chen Chen and
                  Sarah S. Poon and
                  Lavanya Ramakrishnan and
                  Cecilia R. Aragon},
  title        = {Considering Time in Designing Large-Scale Systems for Scientific Computing},
  booktitle    = {{CSCW}},
  pages        = {1533--1545},
  publisher    = {{ACM}},
  year         = {2016}
}
@inproceedings{DBLP:conf/dsn/CappelloB16,
  author       = {Franck Cappello and
                  George Bosilca},
  title        = {{DSN} 2016 Tutorial: Resilience for Scientific Computing: From Theory
                  to Practice},
  booktitle    = {{DSN} Workshops},
  pages        = {267},
  publisher    = {{IEEE} Computer Society},
  year         = {2016}
}
@inproceedings{DBLP:conf/eScience/IvieT16,
  author       = {Peter Ivie and
                  Douglas Thain},
  title        = {{PRUNE:} {A} preserving run environment for reproducible scientific
                  computing},
  booktitle    = {eScience},
  pages        = {61--70},
  publisher    = {{IEEE} Computer Society},
  year         = {2016}
}
@inproceedings{DBLP:conf/eScience/SilvaDFVRMM16,
  author       = {Rafael Ferreira da Silva and
                  Ewa Deelman and
                  Rosa Filgueira and
                  Karan Vahi and
                  Mats Rynge and
                  Rajiv Mayani and
                  Benjamin Mayer},
  title        = {Automating environmental computing applications with scientific workflows},
  booktitle    = {eScience},
  pages        = {400--406},
  publisher    = {{IEEE} Computer Society},
  year         = {2016}
}
@inproceedings{DBLP:conf/fuzzIEEE/Lousteau-Cazalet16,
  author       = {Charlotte Lousteau{-}Cazalet and
                  Abdellatif Barakat and
                  Jean Pierre Belaud and
                  Patrice Buche and
                  Guillaume Busset and
                  Brigitte Charnomordic and
                  St{\'{e}}phane Dervaux and
                  S{\'{e}}bastien Destercke and
                  Juliette Dibie and
                  Caroline Sablayrolles and
                  Claire Vialle},
  title        = {A decision support system using multi-source scientific data, an ontological
                  approach and soft computing - application to eco-efficient biorefinery},
  booktitle    = {{FUZZ-IEEE}},
  pages        = {249--256},
  publisher    = {{IEEE}},
  year         = {2016}
}
@inproceedings{DBLP:conf/hvei/WareRPAA16,
  author       = {Colin Ware and
                  David H. Rogers and
                  Mark R. Petersen and
                  James P. Ahrens and
                  Erol Aygar},
  title        = {Optimizing for Visual Cognition in High Performance Scientific Computing},
  booktitle    = {{HVEI}},
  pages        = {1--9},
  publisher    = {Society for Imaging Science and Technology},
  year         = {2016}
}
@inproceedings{DBLP:conf/iccS/SanmillanCC16,
  author       = {Pablo Llopis Sanmill{\'{a}}n and
                  Gabriel G. Casta{\~{n}}{\'{e}} and
                  Jes{\'{u}}s Carretero},
  title        = {Cost-benefit Analysis and Exploration of Cost-energy-Performance Trade-offs
                  in Scientific Computing Infrastructures},
  booktitle    = {{ICCS}},
  series       = {Procedia Computer Science},
  volume       = {80},
  pages        = {2256--2260},
  publisher    = {Elsevier},
  year         = {2016}
}
@inproceedings{DBLP:conf/icccri/LiuAYM16,
  author       = {Kai Liu and
                  Kento Aida and
                  Shigetoshi Yokoyama and
                  Yoshinobu Masatani},
  title        = {Flexible Container-Based Computing Platform on Cloud for Scientific
                  Workflows},
  booktitle    = {{ICCCRI}},
  pages        = {56--63},
  publisher    = {{IEEE} Computer Society},
  year         = {2016}
}
@inproceedings{DBLP:conf/icdcs/WangXHS16,
  author       = {Yang Wang and
                  Cheng{-}Zhong Xu and
                  Shuibing He and
                  Xian{-}He Sun},
  title        = {On MinMax-Memory Claims for Scientific Workflows in the In-memory
                  Cloud Computing},
  booktitle    = {{ICDCS}},
  pages        = {731--732},
  publisher    = {{IEEE} Computer Society},
  year         = {2016}
}
@inproceedings{DBLP:conf/icer/Schulz16,
  author       = {Sandra Schulz},
  title        = {Improving Scientific Inquiry through Physical Computing},
  booktitle    = {{ICER}},
  pages        = {289--290},
  publisher    = {{ACM}},
  year         = {2016}
}
@inproceedings{DBLP:conf/icrc/SeveraPCJA16,
  author       = {William Severa and
                  Ojas Parekh and
                  Kristofor D. Carlson and
                  Conrad D. James and
                  James B. Aimone},
  title        = {Spiking network algorithms for scientific computing},
  booktitle    = {{ICRC}},
  pages        = {1--8},
  publisher    = {{IEEE} Computer Society},
  year         = {2016}
}
@inproceedings{DBLP:conf/ieeehpcs/HigginsHV16,
  author       = {Joshua Higgins and
                  Violeta Holmes and
                  Colin C. Venters},
  title        = {Securing user defined containers for scientific computing},
  booktitle    = {{HPCS}},
  pages        = {449--453},
  publisher    = {{IEEE}},
  year         = {2016}
}
@inproceedings{DBLP:conf/isda/KchaouKA16,
  author       = {Hamdi Kchaou and
                  Zied Kechaou and
                  Adel M. Alimi},
  title        = {A New Data Placement Approach for Scientific Workflows in Cloud Computing
                  Environments},
  booktitle    = {{ISDA}},
  series       = {Advances in Intelligent Systems and Computing},
  volume       = {557},
  pages        = {330--340},
  publisher    = {Springer},
  year         = {2016}
}
@inproceedings{DBLP:conf/iwocl/SaidFLC16,
  author       = {Issam Said and
                  Pierre Fortin and
                  Jean Luc Lamotte and
                  Henri Calandra},
  title        = {hiCL: an OpenCL abstraction layer for scientific computing, application
                  to depth imaging on {GPU} and {APU}},
  booktitle    = {{IWOCL}},
  pages        = {14:1--14:3},
  publisher    = {{ACM}},
  year         = {2016}
}
@inproceedings{DBLP:conf/mspn/DjebbarB16,
  author       = {Esma Insaf Djebbar and
                  Ghalem Belalem},
  title        = {Tasks Scheduling and Resource Allocation for High Data Management
                  in Scientific Cloud Computing Environment},
  booktitle    = {{MSPN}},
  series       = {Lecture Notes in Computer Science},
  volume       = {10026},
  pages        = {16--27},
  publisher    = {Springer},
  year         = {2016}
}
@inproceedings{DBLP:conf/naa/BychkovOFBS16,
  author       = {Igor V. Bychkov and
                  Gennady A. Oparin and
                  Alexander G. Feoktistov and
                  Vera Bogdanova and
                  Ivan A. Sidorov},
  title        = {The Service-Oriented Multiagent Approach to High-Performance Scientific
                  Computing},
  booktitle    = {{NAA}},
  series       = {Lecture Notes in Computer Science},
  volume       = {10187},
  pages        = {261--268},
  year         = {2016}
}
@inproceedings{DBLP:conf/rcdl/KorenkovPZT16,
  author       = {Vladimir Korenkov and
                  Igor Pelevanyuk and
                  Petr Zrelov and
                  Andrei Tsaregorodtsev},
  title        = {Accessing distributed computing resources by scientific communities
                  using {DIRAC} services},
  booktitle    = {{DAMDID/RCDL}},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {1752},
  pages        = {110--115},
  publisher    = {CEUR-WS.org},
  year         = {2016}
}
@inproceedings{DBLP:conf/sblp/SilvaJ16,
  author       = {Jefferson de Carvalho Silva and
                  Francisco Heron de Carvalho Junior},
  title        = {A Platform of Scientific Workflows for Orchestration of Parallel Components
                  in a Cloud of High Performance Computing Applications},
  booktitle    = {{SBLP}},
  series       = {Lecture Notes in Computer Science},
  volume       = {9889},
  pages        = {156--170},
  publisher    = {Springer},
  year         = {2016}
}
@inproceedings{DBLP:conf/sc/DinhJAJ16,
  author       = {Minh Ngoc Dinh and
                  Chao Jin and
                  David Abramson and
                  Clinton L. Jeffery},
  title        = {Runtime Verification of Scientific Computing: Towards an Extreme Scale},
  booktitle    = {ESPT@SC},
  pages        = {26--33},
  publisher    = {{IEEE}},
  year         = {2016}
}
@inproceedings{DBLP:conf/smps/KutyninaL16,
  author       = {Ekaterina Kutynina and
                  Alexander Lepskiy},
  title        = {Dynamic Analysis of the Development of Scientific Communities in the
                  Field of Soft Computing},
  booktitle    = {{SMPS}},
  series       = {Advances in Intelligent Systems and Computing},
  volume       = {456},
  pages        = {293--302},
  publisher    = {Springer},
  year         = {2016}
}
@inproceedings{DBLP:conf/springsim/SaidFLDC16,
  author       = {Issam Said and
                  Pierre Fortin and
                  Jean Luc Lamotte and
                  Romain Dolbeau and
                  Henri Calandra},
  title        = {On the efficiency of the accelerated processing unit for scientific
                  computing},
  booktitle    = {SpringSim {(HPS)}},
  pages        = {25},
  publisher    = {{ACM}},
  year         = {2016}
}
@inproceedings{DBLP:conf/trustcom/ChenCYSTG16,
  author       = {Yong Chen and
                  Chao Chen and
                  Yanlong Yin and
                  Xian{-}He Sun and
                  Rajeev Thakur and
                  William Gropp},
  title        = {Rethinking High Performance Computing System Architecture for Scientific
                  Big Data Applications},
  booktitle    = {Trustcom/BigDataSE/ISPA},
  pages        = {1605--1612},
  publisher    = {{IEEE}},
  year         = {2016}
}
@inproceedings{DBLP:conf/vecpar/OliveiraM16,
  author       = {Nuno Oliveira and
                  Pedro D. Medeiros},
  title        = {A Heterogeneous Runtime Environment for Scientific Desktop Computing},
  booktitle    = {{VECPAR}},
  series       = {Lecture Notes in Computer Science},
  volume       = {10150},
  pages        = {256--269},
  publisher    = {Springer},
  year         = {2016}
}
@proceedings{DBLP:conf/casc/2016,
  editor       = {Vladimir P. Gerdt and
                  Wolfram Koepf and
                  Werner M. Seiler and
                  Evgenii V. Vorozhtsov},
  title        = {Computer Algebra in Scientific Computing - 18th International Workshop,
                  {CASC} 2016, Bucharest, Romania, September 19-23, 2016, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {9890},
  publisher    = {Springer},
  year         = {2016}
}
@proceedings{DBLP:conf/hpdc/2016sciencecloud,
  editor       = {Kyle Chard and
                  Alexandru Costan and
                  Bogdan Nicolae and
                  Dongfang Zhao},
  title        = {Proceedings of the {ACM} 7th Workshop on Scientific Cloud Computing,
                  ScienceCloud@HPDC 2016, Kyoto, Japan, June 1, 2016},
  publisher    = {{ACM}},
  year         = {2016}
}
@proceedings{DBLP:conf/pasc/2016,
  editor       = {Torsten Hoefler and
                  David E. Keyes and
                  Timothy Robinson},
  title        = {Proceedings of the Platform for Advanced Scientific Computing Conference,
                  {PASC} 2016, Lausanne, Switzerland, June 8-10, 2016},
  publisher    = {{ACM}},
  year         = {2016}
}
@proceedings{DBLP:conf/sc/2016pyhpc,
  editor       = {Andreas Schreiber and
                  William Scullin and
                  William F. Spotz and
                  Andy R. Terrel},
  title        = {6th Workshop on Python for High-Performance and Scientific Computing,
                  PyHPC@SC 2016, Salt Lake, UT, USA, November 14, 2016},
  publisher    = {{IEEE}},
  year         = {2016}
}
@proceedings{DBLP:conf/scan/2014,
  editor       = {Marco Nehmeier and
                  J{\"{u}}rgen Wolff von Gudenberg and
                  Warwick Tucker},
  title        = {Scientific Computing, Computer Arithmetic, and Validated Numerics
                  - 16th International Symposium, {SCAN} 2014, W{\"{u}}rzburg,
                  Germany, September 21-26, 2014. Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {9553},
  publisher    = {Springer},
  year         = {2016}
}
@proceedings{DBLP:conf/siamcsc/2016,
  editor       = {Assefaw Hadish Gebremedhin and
                  Erik G. Boman and
                  Bora U{\c{c}}ar},
  title        = {2016 Proceedings of the Seventh {SIAM} Workshop on Combinatorial Scientific
                  Computing, {CSC} 2016, Albuquerque, New Mexico, USA, October 10-12,
                  2016},
  publisher    = {{SIAM}},
  year         = {2016}
}
@proceedings{DBLP:conf/synasc/2016,
  editor       = {James H. Davenport and
                  Viorel Negru and
                  Tetsuo Ida and
                  Tudor Jebelean and
                  Dana Petcu and
                  Stephen M. Watt and
                  Daniela Zaharie},
  title        = {18th International Symposium on Symbolic and Numeric Algorithms for
                  Scientific Computing, {SYNASC} 2016, Timisoara, Romania, September
                  24-27, 2016},
  publisher    = {{IEEE}},
  year         = {2016}
}
@article{DBLP:journals/corr/Diethelm16,
  author       = {Kai Diethelm},
  title        = {Tools for assessing and optimizing the energy requirements of high
                  performance scientific computing software},
  journal      = {CoRR},
  volume       = {abs/1605.01253},
  year         = {2016}
}
@article{DBLP:journals/corr/FerroMS16,
  author       = {Mariza Ferro and
                  Antonio Roberto Mury and
                  Bruno Schulze},
  title        = {A Gain Function for Architectural Decision-Making in Scientific Computing},
  journal      = {CoRR},
  volume       = {abs/1602.00586},
  year         = {2016}
}
@article{DBLP:journals/corr/HaleLRW16,
  author       = {Jack S. Hale and
                  Lizao Li and
                  Chris N. Richardson and
                  Garth N. Wells},
  title        = {Containers for portable, productive and performant scientific computing},
  journal      = {CoRR},
  volume       = {abs/1608.07573},
  year         = {2016}
}
@article{DBLP:journals/corr/SalomoniPGDFMLO16,
  author       = {Davide Salomoni and
                  Isabel Campos Plasencia and
                  Luciano Gaido and
                  Giacinto Donvito and
                  P. Fuhrman and
                  J. Marco and
                  {\'{A}}lvaro L{\'{o}}pez Garc{\'{\i}}a and
                  Pablo Orviz Fern{\'{a}}ndez and
                  Ignacio Blanquer and
                  Germ{\'{a}}n Molt{\'{o}} and
                  Marcin Pl{\'{o}}ciennik and
                  Michal Owsiak and
                  Michal Urbaniak and
                  Marcus Hardt and
                  Andrea Ceccanti and
                  Bas Wegh and
                  Jorge Gomes and
                  M{\'{a}}rio David and
                  Cristina Aiftimiei and
                  Lukasz Dutka and
                  Sandro Fiore and
                  Giovanni Aloisio and
                  Roberto Barbera and
                  Riccardo Bruno and
                  Marco Fargetta and
                  Emidio Giorgio and
                  S. Reynaud and
                  L. Schwarz},
  title        = {INDIGO-Datacloud: foundations and architectural description of a Platform
                  as a Service oriented to scientific computing},
  journal      = {CoRR},
  volume       = {abs/1603.09536},
  year         = {2016}
}
@article{DBLP:journals/corr/VolkemaK16,
  author       = {Glenn Volkema and
                  Gaurav Khanna},
  title        = {Scientific Computing Using Consumer Video-Gaming Hardware Devices},
  journal      = {CoRR},
  volume       = {abs/1607.05537},
  year         = {2016}
}
@article{DBLP:journals/corr/WilsonBCKNT16,
  author       = {Greg Wilson and
                  Jennifer Bryan and
                  Karen Cranston and
                  Justin Kitzes and
                  Lex Nederbragt and
                  Tracy K. Teal},
  title        = {Good Enough Practices in Scientific Computing},
  journal      = {CoRR},
  volume       = {abs/1609.00037},
  year         = {2016}
}
@phdthesis{DBLP:phd/basesearch/Belgacem15,
  author       = {Mohamed Ben Belgacem},
  title        = {Distributed and multiscale computing for scientific applications},
  school       = {University of Geneva, Switzerland},
  year         = {2015}
}
@phdthesis{DBLP:phd/basesearch/Chandrashekar15,
  author       = {Deepak Poola Chandrashekar},
  title        = {Robust and fault-tolerant scheduling for scientific workflows in cloud
                  computing environments},
  school       = {University of Melbourne, Australia},
  year         = {2015}
}
@phdthesis{DBLP:phd/es/Cruz15,
  author       = {Ra{\'{u}}l de la Cruz},
  title        = {Leveraging performance of 3D finite difference schemes in large scientific
                  computing simulations},
  school       = {Polytechnic University of Catalonia, Spain},
  year         = {2015}
}
@phdthesis{DBLP:phd/hal/Chailan15,
  author       = {Romain Chailan},
  title        = {Application of scientific computing and statistical analysis to address
                  coastal hazards. (Application du calcul scientifique et de l'analyse
                  statistique {\`{a}} la gestion du risque littoral)},
  school       = {Montpellier 2 University, France},
  year         = {2015}
}
@book{DBLP:series/sbcs/TrobecK15,
  author       = {Roman Trobec and
                  Gregor Kosec},
  title        = {Parallel Scientific Computing - Theory, Algorithms, and Applications
                  of Mesh Based and Meshless Methods},
  series       = {Springer Briefs in Computer Science},
  publisher    = {Springer},
  year         = {2015}
}
@article{DBLP:journals/cera/BalaC15,
  author       = {Anju Bala and
                  Inderveer Chana},
  title        = {Autonomic fault tolerant scheduling approach for scientific workflows
                  in Cloud computing},
  journal      = {Concurr. Eng. Res. Appl.},
  volume       = {23},
  number       = {1},
  pages        = {27--39},
  year         = {2015}
}
@article{DBLP:journals/cse/BrookHCPBBBD15,
  author       = {R. Glenn Brook and
                  Alexander Heinecke and
                  Anthony B. Costa and
                  Paul Peltz Jr. and
                  Vincent C. Betro and
                  Troy Baer and
                  Michael Bader and
                  Pradeep Dubey},
  title        = {Beacon: Deployment and Application of Intel Xeon Phi Coprocessorsfor
                  Scientific Computing},
  journal      = {Comput. Sci. Eng.},
  volume       = {17},
  number       = {2},
  pages        = {65--72},
  year         = {2015}
}
@article{DBLP:journals/cse/WassermanG15,
  author       = {Harvey J. Wasserman and
                  Richard A. Gerber},
  title        = {The National Energy Research Scientific Computing Center: Forty Years
                  of Supercomputing Leadership},
  journal      = {Comput. Sci. Eng.},
  volume       = {17},
  number       = {3},
  pages        = {6--8},
  year         = {2015}
}
@article{DBLP:journals/iet-cdt/PadoinPCBNM15,
  author       = {Edson L. Padoin and
                  La{\'{e}}rcio Lima Pilla and
                  M{\'{a}}rcio Castro and
                  Francieli Zanon Boito and
                  Philippe Olivier Alexandre Navaux and
                  Jean{-}Fran{\c{c}}ois M{\'{e}}haut},
  title        = {Performance/energy trade-off in scientific computing: the case of
                  {ARM} big.LITTLE and Intel Sandy Bridge},
  journal      = {{IET} Comput. Digit. Tech.},
  volume       = {9},
  number       = {1},
  pages        = {27--35},
  year         = {2015}
}
@article{DBLP:journals/jocch/HeerlienLSJRH15,
  author       = {Maarten Heerlien and
                  Joost Van Leusen and
                  Stephanie Schn{\"{o}}rr and
                  Suzanne De Jong{-}Kole and
                  Niels Raes and
                  Kirsten Van Hulsen},
  title        = {The Natural History Production Line: An Industrial Approach to the
                  Digitization of Scientific Collections},
  journal      = {{ACM} Journal on Computing and Cultural Heritage},
  volume       = {8},
  number       = {1},
  pages        = {3:1--3:11},
  year         = {2015}
}
@article{DBLP:journals/micro/IonicaG15,
  author       = {Mircea Horea Ionica and
                  David Gregg},
  title        = {The Movidius Myriad Architecture's Potential for Scientific Computing},
  journal      = {{IEEE} Micro},
  volume       = {35},
  number       = {1},
  pages        = {6--14},
  year         = {2015}
}
@article{DBLP:journals/ppl/DongarraT15,
  author       = {Jack J. Dongarra and
                  Bernard Tourancheau},
  title        = {Guest Editors' Note: Special Issue on Clusters, Clouds and Data for
                  Scientific Computing},
  journal      = {Parallel Process. Lett.},
  volume       = {25},
  number       = {3},
  pages        = {1502002:1--1502002:2},
  year         = {2015}
}
@article{DBLP:journals/sp/DolgopolovasDMS15,
  author       = {Vladimiras Dolgopolovas and
                  Valentina Dagiene and
                  Saulius Minkevicius and
                  Leonidas Sakalauskas},
  title        = {Teaching Scientific Computing: {A} Model-Centered Approach to Pipeline
                  and Parallel Programming with {C}},
  journal      = {Sci. Program.},
  volume       = {2015},
  pages        = {820803:1--820803:18},
  year         = {2015}
}
@article{DBLP:journals/sp/PapadimitriouSM15,
  author       = {Stergios Papadimitriou and
                  Kirsten Schwark and
                  Seferina Mavroudi and
                  Kostas A. Theofilatos and
                  Spiridon Likothanasis},
  title        = {ScalaLab and GroovyLab: Comparing Scala and Groovy for Scientific
                  Computing},
  journal      = {Sci. Program.},
  volume       = {2015},
  pages        = {498618:1--498618:13},
  year         = {2015}
}
@inproceedings{DBLP:conf/IEEEcloud/PetersonBW15,
  author       = {Brian Peterson and
                  Gerald Baumgartner and
                  Qingyang Wang},
  title        = {A Hybrid Cloud Framework for Scientific Computing},
  booktitle    = {{CLOUD}},
  pages        = {373--380},
  publisher    = {{IEEE} Computer Society},
  year         = {2015}
}
@inproceedings{DBLP:conf/ahs/CarrascosaMMBJI15,
  author       = {Juan Pedro Cobos Carrascosa and
                  Beatriz Aparicio del Moral and
                  Jose Luis Ramos Mas and
                  Mar{\'{\i}}a Balaguer and
                  Antonio C. L{\'{o}}pez Jim{\'{e}}nez and
                  J. C. del Toro Iniesta},
  title        = {Scientific computing and fault mitigation on {FPGA} aboard the Solar
                  Orbiter {PHI} instrument},
  booktitle    = {{AHS}},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2015}
}
@inproceedings{DBLP:conf/bigdataconf/ZhangBNSZFPP15,
  author       = {Zhao Zhang and
                  Kyle Barbary and
                  Frank Austin Nothaft and
                  Evan R. Sparks and
                  Oliver Zahn and
                  Michael J. Franklin and
                  David A. Patterson and
                  Saul Perlmutter},
  title        = {Scientific computing meets big data technology: An astronomy use case},
  booktitle    = {{IEEE} BigData},
  pages        = {918--927},
  publisher    = {{IEEE} Computer Society},
  year         = {2015}
}
@inproceedings{DBLP:conf/cluster/WozniakAMKWF15,
  author       = {Justin M. Wozniak and
                  Timothy G. Armstrong and
                  Ketan C. Maheshwari and
                  Daniel S. Katz and
                  Michael Wilde and
                  Ian T. Foster},
  title        = {Toward Interlanguage Parallel Scripting for Distributed-Memory Scientific
                  Computing},
  booktitle    = {{CLUSTER}},
  pages        = {482--485},
  publisher    = {{IEEE} Computer Society},
  year         = {2015}
}
@inproceedings{DBLP:conf/ecsa/MikkilineniMB15,
  author       = {Rao Mikkilineni and
                  Giovanni Morana and
                  Mark Burgin},
  title        = {Oracles in Software Networks: {A} New Scientific and Technological
                  Approach to Designing Self-Managing Distributed Computing Processes},
  booktitle    = {{ECSA} Workshops},
  pages        = {11:1--11:8},
  publisher    = {{ACM}},
  year         = {2015}
}
@inproceedings{DBLP:conf/ershov/Akhmed-ZakiMMDK15,
  author       = {Darkhan Akhmed{-}Zaki and
                  Madina Mansurova and
                  Bazargul Matkerim and
                  Ekateryna Dadykina and
                  Bolatzhan Kumalakov},
  title        = {Applying {MDA} to Generate Hadoop Based Scientific Computing Applications},
  booktitle    = {Ershov Memorial Conference},
  series       = {Lecture Notes in Computer Science},
  volume       = {9609},
  pages        = {22--35},
  publisher    = {Springer},
  year         = {2015}
}
@inproceedings{DBLP:conf/europar/GuWBL15,
  author       = {Yijia Gu and
                  Thomas Wahl and
                  Mahsa Bayati and
                  Miriam Leeser},
  title        = {Behavioral Non-portability in Scientific Numeric Computing},
  booktitle    = {Euro-Par},
  series       = {Lecture Notes in Computer Science},
  volume       = {9233},
  pages        = {558--569},
  publisher    = {Springer},
  year         = {2015}
}
@inproceedings{DBLP:conf/iccac/HossainVKLH15,
  author       = {Md. Azam Hossain and
                  Hieu Trong Vu and
                  Jik{-}Soo Kim and
                  Myungho Lee and
                  Soonwook Hwang},
  title        = {{SCOUT:} {A} Monitor and Profiler of Grid Resources for Large-Scale
                  Scientific Computing},
  booktitle    = {{ICCAC}},
  pages        = {260--267},
  publisher    = {{IEEE} Computer Society},
  year         = {2015}
}
@inproceedings{DBLP:conf/icppw/LiuCB15,
  author       = {Jialin Liu and
                  Yong Chen and
                  Surendra Byna},
  title        = {Collective Computing for Scientific Big Data Analysis},
  booktitle    = {{ICPP} Workshops},
  pages        = {129--137},
  publisher    = {{IEEE} Computer Society},
  year         = {2015}
}
@inproceedings{DBLP:conf/ieeehpcs/ShahJN15,
  author       = {Syed Asif Raza Shah and
                  Amol Jaikar and
                  Seo{-}Young Noh},
  title        = {A performance analysis of precopy, postcopy and hybrid live {VM} migration
                  algorithms in scientific cloud computing environment},
  booktitle    = {{HPCS}},
  pages        = {229--236},
  publisher    = {{IEEE}},
  year         = {2015}
}
@inproceedings{DBLP:conf/issi/SchlicherKAK15,
  author       = {Bob G. Schlicher and
                  James J. Kulesz and
                  Robert K. Abercrombie and
                  Kara L. Kruse},
  title        = {A Computing Environment to Support Repeatable Scientific Big Data
                  Experimentation of World-Wide Scientific Literature},
  booktitle    = {{ISSI}},
  publisher    = {{ISSI} Society},
  year         = {2015}
}
@inproceedings{DBLP:conf/roedunet/BogatencovIDH15,
  author       = {Peter Bogatencov and
                  Nicolai Iliuha and
                  Nichita Degteariov and
                  Grigorii Horos},
  title        = {Integrated scientific computing infrastructure in Moldova},
  booktitle    = {RoEduNet},
  pages        = {99--102},
  publisher    = {{IEEE}},
  year         = {2015}
}
@inproceedings{DBLP:conf/sc/HoeflerB15,
  author       = {Torsten Hoefler and
                  Roberto Belli},
  title        = {Scientific benchmarking of parallel computing systems: twelve ways
                  to tell the masses when reporting performance results},
  booktitle    = {{SC}},
  pages        = {73:1--73:12},
  publisher    = {{ACM}},
  year         = {2015}
}
@inproceedings{DBLP:conf/sc/WozniakAMKWF15,
  author       = {Justin M. Wozniak and
                  Timothy G. Armstrong and
                  Ketan Maheshwari and
                  Daniel S. Katz and
                  Michael Wilde and
                  Ian T. Foster},
  title        = {Interlanguage parallel scripting for distributed-memory scientific
                  computing},
  booktitle    = {WORKS@SC},
  pages        = {6:1--6:11},
  publisher    = {{ACM}},
  year         = {2015}
}
@proceedings{DBLP:conf/casc/2015,
  editor       = {Vladimir P. Gerdt and
                  Wolfram Koepf and
                  Werner M. Seiler and
                  Evgenii V. Vorozhtsov},
  title        = {Computer Algebra in Scientific Computing - 17th International Workshop,
                  {CASC} 2015, Aachen, Germany, September 14-18, 2015, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {9301},
  publisher    = {Springer},
  year         = {2015}
}
@proceedings{DBLP:conf/hpdc/2015sciencecloud,
  editor       = {Kyle Chard and
                  Alexandru Costan and
                  Bogdan Nicolae and
                  Lavanya Ramakrishnan},
  title        = {Proceedings of the 6th Workshop on Scientific Cloud Computing, ScienceCloud
                  2015, Portland, Oregon, USA, June 16, 2015},
  publisher    = {{ACM}},
  year         = {2015}
}
@proceedings{DBLP:conf/lssc/2015,
  editor       = {Ivan Lirkov and
                  Svetozar Dimitrov Margenov and
                  Jerzy Wasniewski},
  title        = {Large-Scale Scientific Computing - 10th International Conference,
                  {LSSC} 2015, Sozopol, Bulgaria, June 8-12, 2015. Revised Selected
                  Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {9374},
  publisher    = {Springer},
  year         = {2015}
}
@proceedings{DBLP:conf/sc/2015pyhpc,
  title        = {Proceedings of the 5th Workshop on Python for High-Performance and
                  Scientific Computing, PyHPC 2015, Austin, Texas, USA, November 15,
                  2015},
  publisher    = {{ACM}},
  year         = {2015}
}
@proceedings{DBLP:conf/synasc/2015,
  editor       = {Laura Kov{\'{a}}cs and
                  Viorel Negru and
                  Tetsuo Ida and
                  Tudor Jebelean and
                  Dana Petcu and
                  Stephen M. Watt and
                  Daniela Zaharie},
  title        = {17th International Symposium on Symbolic and Numeric Algorithms for
                  Scientific Computing, {SYNASC} 2015, Timisoara, Romania, September
                  21-24, 2015},
  publisher    = {{IEEE} Computer Society},
  year         = {2015}
}
@incollection{DBLP:reference/sp/SauleAYNC15,
  author       = {Erik Saule and
                  Hasan Metin Aktulga and
                  Chao Yang and
                  Esmond G. Ng and
                  {\"{U}}mit V. {\c{C}}ataly{\"{u}}rek},
  title        = {An Out-of-Core Task-based Middleware for Data-Intensive Scientific
                  Computing},
  booktitle    = {Handbook on Data Centers},
  pages        = {647--667},
  publisher    = {Springer},
  year         = {2015}
}
@article{DBLP:journals/corr/BhaskarHPP15,
  author       = {Mihir K. Bhaskar and
                  Stuart Hadfield and
                  Anargyros Papageorgiou and
                  Iasonas Petras},
  title        = {Quantum Algorithms and Circuits for Scientific Computing},
  journal      = {CoRR},
  volume       = {abs/1511.08253},
  year         = {2015}
}
@article{DBLP:journals/corr/ChenPRA15,
  author       = {Nan{-}Chen Chen and
                  Sarah S. Poon and
                  Lavanya Ramakrishnan and
                  Cecilia R. Aragon},
  title        = {Considering Time in Designing Large-Scale Systems for Scientific Computing},
  journal      = {CoRR},
  volume       = {abs/1510.05069},
  year         = {2015}
}
@article{DBLP:journals/corr/SriramaJI15,
  author       = {Satish Narayana Srirama and
                  Pelle Jakovits and
                  Vladislav Ivanistsev},
  title        = {Desktop to Cloud Migration of Scientific Computing Experiments},
  journal      = {CoRR},
  volume       = {abs/1511.08078},
  year         = {2015}
}
@article{DBLP:journals/corr/StickleyA15,
  author       = {Nathaniel R. Stickley and
                  Miguel A. Aragon{-}Calvo},
  title        = {StratOS: {A} Big Data Framework for Scientific Computing},
  journal      = {CoRR},
  volume       = {abs/1503.02233},
  year         = {2015}
}
@article{DBLP:journals/corr/ZhangBNSZFPP15,
  author       = {Zhao Zhang and
                  Kyle Barbary and
                  Frank Austin Nothaft and
                  Evan R. Sparks and
                  Oliver Zahn and
                  Michael J. Franklin and
                  David A. Patterson and
                  Saul Perlmutter},
  title        = {Scientific Computing Meets Big Data Technology: An Astronomy Use Case},
  journal      = {CoRR},
  volume       = {abs/1507.03325},
  year         = {2015}
}
@phdthesis{DBLP:phd/basesearch/Tillenius14,
  author       = {Martin Tillenius},
  title        = {Scientific Computing on Multicore Architectures},
  school       = {Uppsala University, Sweden},
  year         = {2014}
}
@phdthesis{DBLP:phd/dnb/Heinecke14,
  author       = {Alexander Heinecke},
  title        = {Boosting Scientific Computing Applications through Leveraging Data
                  Parallel Architectures},
  school       = {Technical University Munich},
  year         = {2014}
}
@phdthesis{DBLP:phd/ethos/Gamble14,
  author       = {Matthew Gamble},
  title        = {Modelling and computing the quality of scientific information on the
                  Web of Data},
  school       = {University of Manchester, {UK}},
  year         = {2014}
}
@phdthesis{DBLP:phd/ndltd/Dantas14,
  author       = {Murilo da Silva Dantas},
  title        = {A scientific computing collaborative virtual environment for advanced
                  analysis of time series},
  school       = {National Institute for Space Research, S{\~{a}}o Jos{\'{e}} dos
                  Campos, Brazil},
  year         = {2014}
}
@phdthesis{DBLP:phd/us/Ooms14,
  author       = {Jeroen Ooms},
  title        = {Embedded Scientific Computing: {A} Scalable, Interoperable and Reproducible
                  Approach to Statistical Software for Data-Driven Business and Open
                  Science},
  school       = {University of California, Los Angeles, {USA}},
  year         = {2014}
}
@article{DBLP:journals/cj/SunMLM14,
  author       = {Jianshan Sun and
                  Jian Ma and
                  Zhiying Liu and
                  Yajun Miao},
  title        = {Leveraging Content and Connections for Scientific Article Recommendation
                  in Social Computing Contexts},
  journal      = {Comput. J.},
  volume       = {57},
  number       = {9},
  pages        = {1331--1342},
  year         = {2014}
}
@article{DBLP:journals/ewc/WeinbubRS14,
  author       = {Josef Weinbub and
                  Karl Rupp and
                  Siegfried Selberherr},
  title        = {ViennaX: a parallel plugin execution framework for scientific computing},
  journal      = {Eng. Comput.},
  volume       = {30},
  number       = {4},
  pages        = {651--668},
  year         = {2014}
}
@article{DBLP:journals/ieicet/RyuYJLNLCBB14,
  author       = {Hoon Ryu and
                  Junglok Yu and
                  Du{-}Seok Jin and
                  Jun{-}Hyung Lee and
                  Dukyun Nam and
                  Jong{-}Suk Ruth Lee and
                  Kumwon Cho and
                  Heejung Byun and
                  Ok{-}Hwan Byeon},
  title        = {{EDISON} Science Gateway: {A} Cyber-Environment for Domain-Neutral
                  Scientific Computing},
  journal      = {{IEICE} Trans. Inf. Syst.},
  volume       = {97-D},
  number       = {8},
  pages        = {1953--1964},
  year         = {2014}
}
@article{DBLP:journals/ijhpca/DubeyACDFGLLORRRRRSTWTVZ14,
  author       = {Anshu Dubey and
                  Katie Antypas and
                  Alan C. Calder and
                  Christopher S. Daley and
                  Bruce Fryxell and
                  Brad Gallagher and
                  Donald Q. Lamb and
                  Dongwook Lee and
                  Kevin Olson and
                  Lynn B. Reid and
                  Paul M. Rich and
                  Paul M. Ricker and
                  Katherine Riley and
                  Robert Rosner and
                  Andrew R. Siegel and
                  Noel T. Taylor and
                  Klaus Weide and
                  Francis X. Timmes and
                  Natasha Vladimirova and
                  John ZuHone},
  title        = {Evolution of FLASH, a multi-physics scientific simulation code for
                  high-performance computing},
  journal      = {Int. J. High Perform. Comput. Appl.},
  volume       = {28},
  number       = {2},
  pages        = {225--237},
  year         = {2014}
}
@article{DBLP:journals/jasis/SebergerK14,
  author       = {John S. Seberger and
                  Cory P. Knobel},
  title        = {On Computing: The Fourth Great Scientific Domain - By {P.S.} Rosenbloom},
  journal      = {J. Assoc. Inf. Sci. Technol.},
  volume       = {65},
  number       = {3},
  pages        = {644--646},
  year         = {2014}
}
@article{DBLP:journals/jid/VersickT14,
  author       = {Daniel Versick and
                  Peter Tr{\"{o}}ger},
  title        = {Transdisciplinary Challenges of Scientific Cloud Computing},
  journal      = {J. Integr. Des. Process. Sci.},
  volume       = {18},
  number       = {1},
  pages        = {1--4},
  year         = {2014}
}
@article{DBLP:journals/jpdc/EsterieFGLL14,
  author       = {Pierre Est{\'{e}}rie and
                  Jo{\"{e}}l Falcou and
                  Mathias Gaunard and
                  Jean{-}Thierry Laprest{\'{e}} and
                  Lionel Lacassagne},
  title        = {The numerical template toolbox: {A} modern {C++} design for scientific
                  computing},
  journal      = {J. Parallel Distributed Comput.},
  volume       = {74},
  number       = {12},
  pages        = {3240--3253},
  year         = {2014}
}
@article{DBLP:journals/nature/Hindo14,
  author       = {Juan Hindo},
  title        = {Scientific community: Projects powered by free computing grid},
  journal      = {Nat.},
  volume       = {508},
  number       = {7494},
  pages        = {44},
  year         = {2014}
}
@article{DBLP:journals/sp/DolgopolovasDMS14,
  author       = {Vladimiras Dolgopolovas and
                  Valentina Dagiene and
                  Saulius Minkevicius and
                  Leonidas Sakalauskas},
  title        = {Python for scientific computing education: Modeling of queueing systems},
  journal      = {Sci. Program.},
  volume       = {22},
  number       = {1},
  pages        = {37--51},
  year         = {2014}
}
@article{DBLP:journals/spm/VervlietDSL14,
  author       = {Nico Vervliet and
                  Otto Debals and
                  Laurent Sorber and
                  Lieven De Lathauwer},
  title        = {Breaking the Curse of Dimensionality Using Decompositions of Incomplete
                  Tensors: Tensor-based scientific computing in big data analysis},
  journal      = {{IEEE} Signal Process. Mag.},
  volume       = {31},
  number       = {5},
  pages        = {71--79},
  year         = {2014}
}
@article{DBLP:journals/tkde/0002GYHT014,
  author       = {Anand Kumar and
                  Vladimir Grupcev and
                  Yongke Yuan and
                  Jin Huang and
                  Yi{-}Cheng Tu and
                  Gang Shen},
  title        = {Computing Spatial Distance Histograms for Large Scientific Data Sets
                  On-the-Fly},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {26},
  number       = {10},
  pages        = {2410--2424},
  year         = {2014}
}
@inproceedings{DBLP:conf/amia/CowperthwaiteCF14,
  author       = {Matthew C. Cowperthwaite and
                  James D. Carson and
                  John M. Fonner and
                  Oscar Jiao and
                  Jawon Song and
                  Matthew W. Vaughn},
  title        = {The Texas Advanced Computing Center: {A} complete scientific discovery
                  environment for biomedical informatics and health science research},
  booktitle    = {{AMIA}},
  publisher    = {{AMIA}},
  year         = {2014}
}
@inproceedings{DBLP:conf/bigdataconf/ZhaoZZLWKCRR14,
  author       = {Dongfang Zhao and
                  Zhao Zhang and
                  Xiaobing Zhou and
                  Tonglin Li and
                  Ke Wang and
                  Dries Kimpe and
                  Philip H. Carns and
                  Robert B. Ross and
                  Ioan Raicu},
  title        = {FusionFS: Toward supporting data-intensive scientific applications
                  on extreme-scale high-performance computing systems},
  booktitle    = {{IEEE} BigData},
  pages        = {61--70},
  publisher    = {{IEEE} Computer Society},
  year         = {2014}
}
@inproceedings{DBLP:conf/bigdataconf/ZhengLC14,
  author       = {Angen Zheng and
                  Alexandros Labrinidis and
                  Panos K. Chrysanthis},
  title        = {Architecture-aware graph repartitioning for data-intensive scientific
                  computing},
  booktitle    = {{IEEE} BigData},
  pages        = {78--85},
  publisher    = {{IEEE} Computer Society},
  year         = {2014}
}
@inproceedings{DBLP:conf/ccgrid/GlatardRRAE14,
  author       = {Tristan Glatard and
                  Marc{-}Etienne Rousseau and
                  Pierre Rioux and
                  Reza Adalat and
                  Alan C. Evans},
  title        = {Controlling the Deployment of Virtual Machines on Clusters and Clouds
                  for Scientific Computing in {CBRAIN}},
  booktitle    = {{CCGRID}},
  pages        = {384--393},
  publisher    = {{IEEE} Computer Society},
  year         = {2014}
}
@inproceedings{DBLP:conf/eatis/CoutinhoPS14,
  author       = {Emanuel Ferreira Coutinho and
                  Gabriel Paillard and
                  Jos{\'{e}} Neuman de Souza},
  title        = {Performance analysis on scientific computing and cloud computing environments},
  booktitle    = {{EATIS}},
  pages        = {5:1--5:6},
  publisher    = {{ACM}},
  year         = {2014}
}
@inproceedings{DBLP:conf/ecsa/JohansonH14,
  author       = {Arne N. Johanson and
                  Wilhelm Hasselbring},
  title        = {Hierarchical Combination of Internal and External Domain-Specific
                  Languages for Scientific Computing},
  booktitle    = {{ECSA} Workshops},
  pages        = {17:1--17:8},
  publisher    = {{ACM}},
  year         = {2014}
}
@inproceedings{DBLP:conf/hpc/EdwardsKP14,
  author       = {John Edwards and
                  Sidharth Kumar and
                  Valerio Pascucci},
  title        = {Big Data From Scientific Simulations},
  booktitle    = {High Performance Computing Workshop},
  series       = {Advances in Parallel Computing},
  volume       = {26},
  pages        = {32--46},
  publisher    = {{IOS} Press},
  year         = {2014}
}
@inproceedings{DBLP:conf/hpc/Joubert14,
  author       = {Gerhard R. Joubert},
  title        = {Big Data: Insight and the Scientific Method},
  booktitle    = {High Performance Computing Workshop},
  series       = {Advances in Parallel Computing},
  volume       = {26},
  pages        = {3--17},
  publisher    = {{IOS} Press},
  year         = {2014}
}
@inproceedings{DBLP:conf/hpcc/SmitH14,
  author       = {W. A. Smit and
                  Ben M. Herbst},
  title        = {Mobile Computers as Scientific Computing Machines},
  booktitle    = {{HPCC/CSS/ICESS}},
  pages        = {922--926},
  publisher    = {{IEEE}},
  year         = {2014}
}
@inproceedings{DBLP:conf/hpcs/JakovitsS14,
  author       = {Pelle Jakovits and
                  Satish Narayana Srirama},
  title        = {Evaluating MapReduce frameworks for iterative Scientific Computing
                  applications},
  booktitle    = {{HPCS}},
  publisher    = {{IEEE}},
  year         = {2014}
}
@inproceedings{DBLP:conf/mcsoc/CarrascosaMMJI14,
  author       = {Juan Pedro Cobos Carrascosa and
                  Beatriz Aparicio del Moral and
                  Jose Luis Ramos Mas and
                  Antonio C. L{\'{o}}pez Jim{\'{e}}nez and
                  J. C. del Toro Iniesta},
  title        = {A Multicore Architecture for High-Performance Scientific Computing
                  Using FPGAs},
  booktitle    = {MCSoC},
  pages        = {223--228},
  publisher    = {{IEEE} Computer Society},
  year         = {2014}
}
@inproceedings{DBLP:conf/membrane/AhmedVBS14,
  author       = {Tanveer Ahmed and
                  Rohit Verma and
                  Miroojin Bakshi and
                  Abhishek Srivastava},
  title        = {Membrane Computing Inspired Approach for Executing Scientific Workflow
                  in the Cloud},
  booktitle    = {Int. Conf. on Membrane Computing},
  series       = {Lecture Notes in Computer Science},
  volume       = {8961},
  pages        = {51--65},
  publisher    = {Springer},
  year         = {2014}
}
@inproceedings{DBLP:conf/prdc/Callenes-SloanM14,
  author       = {Joseph Callenes{-}Sloan and
                  Hugh McNamara},
  title        = {Algorithm Selection for Error Resilience in Scientific Computing},
  booktitle    = {{PRDC}},
  pages        = {96--105},
  publisher    = {{IEEE} Computer Society},
  year         = {2014}
}
@inproceedings{DBLP:conf/sc/FilguieraKKDMA14,
  author       = {Rosa Filgueira and
                  Iraklis A. Klampanos and
                  Amrey Krause and
                  M{\'{a}}rio David and
                  Alexander Moreno and
                  Malcolm P. Atkinson},
  title        = {dispel4py: a Python framework for data-intensive scientific computing},
  booktitle    = {DISCS@SC},
  pages        = {9--16},
  publisher    = {{IEEE} Computer Society},
  year         = {2014}
}
@inproceedings{DBLP:conf/scam/KallenHH14,
  author       = {Malin K{\"{a}}ll{\'{e}}n and
                  Sverker Holmgren and
                  Ebba {\TH}{\'{o}}ra Hvannberg},
  title        = {Impact of Code Refactoring Using Object-Oriented Methodology on a
                  Scientific Computing Application},
  booktitle    = {{SCAM}},
  pages        = {125--134},
  publisher    = {{IEEE} Computer Society},
  year         = {2014}
}
@inproceedings{DBLP:conf/scipy/Baxter14,
  author       = {G. William Baxter},
  title        = {Scientific Computing with SciPy for Undergraduate Physics Majors},
  booktitle    = {SciPy},
  pages        = {2--4},
  publisher    = {scipy.org},
  year         = {2014}
}
@inproceedings{DBLP:conf/scipy/Klay14,
  author       = {Jennifer Klay},
  title        = {Project-based introduction to scientific computing for physics majors},
  booktitle    = {SciPy},
  pages        = {25--31},
  publisher    = {scipy.org},
  year         = {2014}
}
@inproceedings{DBLP:conf/supercomputer/SchurmannDKBGTCMMFFGSWF14,
  author       = {Felix Sch{\"{u}}rmann and
                  Fabien Delalondre and
                  Pramod S. Kumbhar and
                  John Biddiscombe and
                  Miguel Gila and
                  Davide Tacchella and
                  Alessandro Curioni and
                  Bernard Metzler and
                  Peter Morjan and
                  Joachim Fenkes and
                  Michele Franceschini and
                  Robert S. Germain and
                  Lars Schneidenbach and
                  T. J. Christopher Ward and
                  Blake G. Fitch},
  title        = {Rebasing {I/O} for Scientific Computing: Leveraging Storage Class
                  Memory in an {IBM} BlueGene/Q Supercomputer},
  booktitle    = {{ISC}},
  series       = {Lecture Notes in Computer Science},
  volume       = {8488},
  pages        = {331--347},
  publisher    = {Springer},
  year         = {2014}
}
@inproceedings{DBLP:conf/xsede/WangLFFDG14,
  author       = {Fugang Wang and
                  Gregor von Laszewski and
                  Geoffrey Charles Fox and
                  Thomas R. Furlani and
                  Robert L. DeLeon and
                  Steven M. Gallo},
  title        = {Towards a Scientific Impact Measuring Framework for Large Computing
                  Facilities - a Case Study on {XSEDE}},
  booktitle    = {{XSEDE}},
  pages        = {25:1--25:8},
  publisher    = {{ACM}},
  year         = {2014}
}
@incollection{DBLP:books/sp/14/0009LRLTX14,
  author       = {Yong Zhao and
                  Youfu Li and
                  Ioan Raicu and
                  Cui Lin and
                  Wenhong Tian and
                  Ruini Xue},
  title        = {Migrating Scientific Workflow Management Systems from the Grid to
                  the Cloud},
  booktitle    = {Cloud Computing for Data-Intensive Applications},
  pages        = {231--256},
  publisher    = {Springer},
  year         = {2014}
}
@incollection{DBLP:books/sp/14/Fan14,
  author       = {Xiaoliang Fan},
  title        = {Contextualized Scientific Workflows in the Cloud},
  booktitle    = {Context in Computing},
  pages        = {173--186},
  publisher    = {Springer},
  year         = {2014}
}
@incollection{DBLP:books/sp/14/Yang014,
  author       = {Xin Yang and
                  Xiaolin Li},
  title        = {Adaptive Workload Partitioning and Allocation for Data Intensive Scientific
                  Applications},
  booktitle    = {Cloud Computing for Data-Intensive Applications},
  pages        = {131--148},
  publisher    = {Springer},
  year         = {2014}
}
@book{DBLP:books/sp/Ka2014,
  editor       = {P{\'{e}}ter Kacsuk},
  title        = {Science Gateways for Distributed Computing Infrastructures, Development
                  Framework and Exploitation by Scientific User Communities},
  publisher    = {Springer},
  year         = {2014}
}
@proceedings{DBLP:conf/casc/2014,
  editor       = {Vladimir P. Gerdt and
                  Wolfram Koepf and
                  Werner M. Seiler and
                  Evgenii V. Vorozhtsov},
  title        = {Computer Algebra in Scientific Computing - 16th International Workshop,
                  {CASC} 2014, Warsaw, Poland, September 8-12, 2014. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {8660},
  publisher    = {Springer},
  year         = {2014}
}
@proceedings{DBLP:conf/hpdc/2014sciencecloud,
  editor       = {Ioan Raicu and
                  Kate Keahey and
                  Kyle Chard and
                  Bogdan Nicolae},
  title        = {ScienceCloud'14, Proceedings of the 2014 {ACM} {HPDC} International
                  Workshop on Scientific Cloud Computing, Vancouver, BC, Canada, June
                  23-27, 2014},
  publisher    = {{ACM}},
  year         = {2014}
}
@proceedings{DBLP:conf/hpsc/2012,
  editor       = {Hans Georg Bock and
                  Hoang Xuan Phu and
                  Rolf Rannacher and
                  Johannes P. Schl{\"{o}}der},
  title        = {Modeling, Simulation and Optimization of Complex Processes - {HPSC}
                  2012, Proceedings of the Fifth International Conference on High Performance
                  Scientific Computing, March 5-9, 2012, Hanoi, Vietnam},
  publisher    = {Springer},
  year         = {2014}
}
@proceedings{DBLP:conf/lssc/2013,
  editor       = {Ivan Lirkov and
                  Svetozar Margenov and
                  Jerzy Wasniewski},
  title        = {Large-Scale Scientific Computing - 9th International Conference, {LSSC}
                  2013, Sozopol, Bulgaria, June 3-7, 2013. Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {8353},
  publisher    = {Springer},
  year         = {2014}
}
@proceedings{DBLP:conf/synasc/2014,
  editor       = {Franz Winkler and
                  Viorel Negru and
                  Tetsuo Ida and
                  Tudor Jebelean and
                  Dana Petcu and
                  Stephen M. Watt and
                  Daniela Zaharie},
  title        = {16th International Symposium on Symbolic and Numeric Algorithms for
                  Scientific Computing, {SYNASC} 2014, Timisoara, Romania, September
                  22-25, 2014},
  publisher    = {{IEEE} Computer Society},
  year         = {2014}
}
@article{DBLP:journals/corr/AbdurachmanovBEEKM14,
  author       = {David Abdurachmanov and
                  Brian Bockelman and
                  Peter Elmer and
                  Giulio Eulisse and
                  Robert Knight and
                  Shahzad Muzaffar},
  title        = {Heterogeneous High Throughput Scientific Computing with {APM} X-Gene
                  and Intel Xeon Phi},
  journal      = {CoRR},
  volume       = {abs/1410.3441},
  year         = {2014}
}
@article{DBLP:journals/corr/AbdurachmanovEEGHHKKM14,
  author       = {David Abdurachmanov and
                  Peter Elmer and
                  Giulio Eulisse and
                  Paola Grosso and
                  Curtis W. Hillegas and
                  Burt Holzman and
                  Sander Klous and
                  Robert Knight and
                  Shahzad Muzaffar},
  title        = {Power-aware applications for scientific cluster and distributed computing},
  journal      = {CoRR},
  volume       = {abs/1404.6929},
  year         = {2014}
}
@article{DBLP:journals/corr/FerroMMS14,
  author       = {Mariza Ferro and
                  Antonio Roberto Mury and
                  Laion F. Manfroi and
                  Bruno Schulze},
  title        = {High Performance Computing Evaluation {A} methodology based on Scientific
                  Application Requirements},
  journal      = {CoRR},
  volume       = {abs/1412.1297},
  year         = {2014}
}
@article{DBLP:journals/corr/Ooms14a,
  author       = {Jeroen Ooms},
  title        = {The OpenCPU System: Towards a Universal Interface for Scientific Computing
                  through Separation of Concerns},
  journal      = {CoRR},
  volume       = {abs/1406.4806},
  year         = {2014}
}
@book{DBLP:books/daglib/0035382,
  author       = {Michael Bader},
  title        = {Space-Filling Curves - An Introduction with Applications in Scientific
                  Computing},
  series       = {Texts in Computational Science and Engineering},
  volume       = {9},
  publisher    = {Springer},
  year         = {2013}
}
@phdthesis{DBLP:phd/basesearch/Lee13b,
  author       = {Joo Hong Lee},
  title        = {Hybrid Parallel Computing Strategies for Scientific Computing Applications},
  school       = {Virginia Tech, Blacksburg, VA, {USA}},
  year         = {2013}
}
@phdthesis{DBLP:phd/dk/Glimberg13,
  author       = {Stefan Lemvig Glimberg},
  title        = {Designing Scientific Software for Heterogeneous Computing:With application
                  to large-scale water wave simulations},
  school       = {Technical University of Denmark},
  year         = {2013}
}
@article{DBLP:journals/ac/AliS13,
  author       = {Amjad Ali and
                  Khalid Saifullah Syed},
  title        = {An Outlook of High Performance Computing Infrastructures for Scientific
                  Computing},
  journal      = {Adv. Comput.},
  volume       = {91},
  pages        = {87--118},
  year         = {2013}
}
@article{DBLP:journals/concurrency/DengRSYXC13,
  author       = {Kefeng Deng and
                  Kaijun Ren and
                  Junqiang Song and
                  Dong Yuan and
                  Yang Xiang and
                  Jinjun Chen},
  title        = {A clustering based coscheduling strategy for efficient scientific
                  workflow execution in cloud computing},
  journal      = {Concurr. Comput. Pract. Exp.},
  volume       = {25},
  number       = {18},
  pages        = {2523--2539},
  year         = {2013}
}
@article{DBLP:journals/cphysics/ChudobaSRV13,
  author       = {Rostislav Chudoba and
                  V{\'{a}}clav Sad{\'{\i}}lek and
                  R. Rypl and
                  Miroslav Vorechovsk{\'{y}}},
  title        = {Using Python for scientific computing: Efficient and flexible evaluation
                  of the statistical characteristics of functions with multivariate
                  random inputs},
  journal      = {Comput. Phys. Commun.},
  volume       = {184},
  number       = {2},
  pages        = {414--427},
  year         = {2013}
}
@article{DBLP:journals/crossroads/Balaji13,
  author       = {V. Balaji},
  title        = {Scientific computing in the age of complexity},
  journal      = {{XRDS}},
  volume       = {19},
  number       = {3},
  pages        = {12--17},
  year         = {2013}
}
@article{DBLP:journals/crossroads/KnightP13,
  author       = {Nick Knight and
                  Jack Poulson},
  title        = {Scientific computing},
  journal      = {{XRDS}},
  volume       = {19},
  number       = {3},
  pages        = {7},
  year         = {2013}
}
@article{DBLP:journals/cse/Post13,
  author       = {Douglass E. Post},
  title        = {The Changing Face of Scientific and Engineering Computing},
  journal      = {Comput. Sci. Eng.},
  volume       = {15},
  number       = {6},
  pages        = {4--6},
  year         = {2013}
}
@article{DBLP:journals/fgcs/LiuZYC13,
  author       = {Chang Liu and
                  Xuyun Zhang and
                  Chi Yang and
                  Jinjun Chen},
  title        = {{CCBKE} - Session key negotiation for fast and secure scheduling of
                  scientific applications in cloud computing},
  journal      = {Future Gener. Comput. Syst.},
  volume       = {29},
  number       = {5},
  pages        = {1300--1308},
  year         = {2013}
}
@article{DBLP:journals/fgcs/PandeyN13,
  author       = {Suraj Pandey and
                  Surya Nepal},
  title        = {Cloud Computing and Scientific Applications - Big Data, Scalable Analytics,
                  and Beyond},
  journal      = {Future Gener. Comput. Syst.},
  volume       = {29},
  number       = {7},
  pages        = {1774--1776},
  year         = {2013}
}
@article{DBLP:journals/fgcs/ProdanS13,
  author       = {Radu Prodan and
                  Michael Sperk},
  title        = {Scientific computing with Google App Engine},
  journal      = {Future Gener. Comput. Syst.},
  volume       = {29},
  number       = {7},
  pages        = {1851--1859},
  year         = {2013}
}
@article{DBLP:journals/grid/AstsatryanSSDHGTH13,
  author       = {Hrachya V. Astsatryan and
                  Vladimir Sahakyan and
                  Yuri Shoukouryan and
                  Michel J. Dayd{\'{e}} and
                  Aur{\'{e}}lie Hurault and
                  Ronan Guivarch and
                  Harutyun Terzyan and
                  Levon Hovhannisyan},
  title        = {On the Easy Use of Scientific Computing Services for Large Scale Linear
                  Algebra and Parallel Decision Making with the P-Grade Portal},
  journal      = {J. Grid Comput.},
  volume       = {11},
  number       = {2},
  pages        = {239--248},
  year         = {2013}
}
@article{DBLP:journals/grid/PlankensteinerPJFMRHTBK13,
  author       = {Kassian Plankensteiner and
                  Radu Prodan and
                  Matthias Janetschek and
                  Thomas Fahringer and
                  Johan Montagnat and
                  David Rogers and
                  Ian Harvey and
                  Ian J. Taylor and
                  {\'{A}}kos Balask{\'{o}} and
                  P{\'{e}}ter Kacsuk},
  title        = {Fine-Grain Interoperability of Scientific Workflows in Distributed
                  Computing Infrastructures},
  journal      = {J. Grid Comput.},
  volume       = {11},
  number       = {3},
  pages        = {429--455},
  year         = {2013}
}
@article{DBLP:journals/iet-cdt/JokanovicSRMBL13,
  author       = {Ana Jokanovic and
                  Jos{\'{e}} Carlos Sancho and
                  Germ{\'{a}}n Rodr{\'{\i}}guez and
                  Cyriel Minkenberg and
                  Ram{\'{o}}n Beivide and
                  Jes{\'{u}}s Labarta},
  title        = {On the trade-off of mixing scientific applications on capacity high-performance
                  computing systems},
  journal      = {{IET} Comput. Digit. Tech.},
  volume       = {7},
  number       = {2},
  year         = {2013}
}
@article{DBLP:journals/jcloudc/JohnstonOLHWC13,
  author       = {Steven J. Johnston and
                  Neil S. O'Brien and
                  Hugh G. Lewis and
                  Elizabeth E. Hart and
                  Adam White and
                  Simon J. Cox},
  title        = {Clouds in Space: Scientific Computing using Windows Azure},
  journal      = {J. Cloud Comput.},
  volume       = {2},
  pages        = {2},
  year         = {2013}
}
@article{DBLP:journals/jocs/HeKPHSS13,
  author       = {Jun He and
                  Jim Kowalkowski and
                  Marc F. Paterno and
                  Donald J. Holmgren and
                  James N. Simone and
                  Xian{-}He Sun},
  title        = {Layout-aware scientific computing: {A} case study using the {MILC}
                  code},
  journal      = {J. Comput. Sci.},
  volume       = {4},
  number       = {6},
  pages        = {496--506},
  year         = {2013}
}
@article{DBLP:journals/jocs/SagerMF13,
  author       = {Sebastian Sager and
                  Katja D. Mombaur and
                  Joachim Funke},
  title        = {Scientific computing for the cognitive sciences},
  journal      = {J. Comput. Sci.},
  volume       = {4},
  number       = {4},
  pages        = {242--244},
  year         = {2013}
}
@article{DBLP:journals/jss/Ryan13,
  author       = {Mark Dermot Ryan},
  title        = {Cloud computing security: The scientific challenge, and a survey of
                  solutions},
  journal      = {J. Syst. Softw.},
  volume       = {86},
  number       = {9},
  pages        = {2263--2268},
  year         = {2013}
}
@article{DBLP:journals/nature/AldenR13,
  author       = {Kieran Alden and
                  Mark Read},
  title        = {Computing: Scientific software needs quality control},
  journal      = {Nat.},
  volume       = {502},
  number       = {7472},
  pages        = {448},
  year         = {2013}
}
@article{DBLP:journals/ppl/DongarraT13,
  author       = {Jack J. Dongarra and
                  Bernard Tourancheau},
  title        = {Guest Editors' Note: Special Issue on Clusters, Clouds, and Data for
                  Scientific Computing},
  journal      = {Parallel Process. Lett.},
  volume       = {23},
  number       = {2},
  year         = {2013}
}
@article{DBLP:journals/toms/GebremedhinNPP13,
  author       = {Assefaw Hadish Gebremedhin and
                  Duc C. Nguyen and
                  Md. Mostofa Ali Patwary and
                  Alex Pothen},
  title        = {ColPack: Software for graph coloring and related problems in scientific
                  computing},
  journal      = {{ACM} Trans. Math. Softw.},
  volume       = {40},
  number       = {1},
  pages        = {1:1--1:31},
  year         = {2013}
}
@inproceedings{DBLP:conf/acmiccc/YangSWG13,
  author       = {Le Yang and
                  Wei Su and
                  Keju Wang and
                  Lei Guan},
  title        = {iMathema: {A} Novel Online Intelligent Computing System Oriented to
                  Common Scientific Computations},
  booktitle    = {{ICCC}},
  pages        = {10},
  publisher    = {{ACM}},
  year         = {2013}
}
@inproceedings{DBLP:conf/bigdataconf/XuanZSA13,
  author       = {Pengfei Xuan and
                  Yueli Zheng and
                  Sapna Sarupria and
                  Amy W. Apon},
  title        = {SciFlow: {A} dataflow-driven model architecture for scientific computing
                  using Hadoop},
  booktitle    = {{IEEE} BigData},
  pages        = {36--44},
  publisher    = {{IEEE} Computer Society},
  year         = {2013}
}
@inproceedings{DBLP:conf/ccgrid/JakovitsS13,
  author       = {Pelle Jakovits and
                  Satish Narayana Srirama},
  title        = {Adapting Scientific Applications to Cloud by Using Distributed Computing
                  Frameworks},
  booktitle    = {{CCGRID}},
  pages        = {164--167},
  publisher    = {{IEEE} Computer Society},
  year         = {2013}
}
@inproceedings{DBLP:conf/cisis/MendezVC13,
  author       = {David Mendez and
                  Mario Villamizar and
                  Harold E. Castro},
  title        = {e-Clouds: Scientific Computing as a Service},
  booktitle    = {{CISIS}},
  pages        = {481--486},
  publisher    = {{IEEE} Computer Society},
  year         = {2013}
}
@inproceedings{DBLP:conf/cloudcom/LiORZ13,
  author       = {Zheng Li and
                  Liam O'Brien and
                  Rajiv Ranjan and
                  Miranda Zhang},
  title        = {Early Observations on Performance of Google Compute Engine for Scientific
                  Computing},
  booktitle    = {CloudCom {(1)}},
  pages        = {1--8},
  publisher    = {{IEEE} Computer Society},
  year         = {2013}
}
@inproceedings{DBLP:conf/culture/KryssanovROK13,
  author       = {Victor V. Kryssanov and
                  Frank J. Rinaldo and
                  Hitoshi Ogawa and
                  Evgeny L. Kuleshov},
  title        = {A Communication Model for Assessing Dynamics of Scientific Communities,
                  Based on Citation Analysis},
  booktitle    = {Culture and Computing},
  pages        = {147--148},
  publisher    = {{IEEE} Computer Society},
  year         = {2013}
}
@inproceedings{DBLP:conf/eit/NoriKR13,
  author       = {Rahul Nori and
                  Nitin Karodiya and
                  Hassan Reza},
  title        = {Portability testing of scientific computing software systems},
  booktitle    = {{EIT}},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2013}
}
@inproceedings{DBLP:conf/eurocast/HoratQQ13,
  author       = {David Horat and
                  Eduardo Quevedo and
                  Alexis Quesada{-}Arencibia},
  title        = {A Hybrid Cloud Computing Approach for Intelligent Processing and Storage
                  of Scientific Data},
  booktitle    = {{EUROCAST} {(1)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {8111},
  pages        = {182--188},
  publisher    = {Springer},
  year         = {2013}
}
@inproceedings{DBLP:conf/europar/DownesRSVKSSS13,
  author       = {Turlough P. Downes and
                  Sabine Roller and
                  Ari P. Seitsonen and
                  Sophie Valcke and
                  David E. Keyes and
                  Marie{-}Christine Sawley and
                  Thomas C. Schulthess and
                  John Shalf},
  title        = {Topic 14+16: High-Performance and Scientific Applications and Extreme-Scale
                  Computing - (Introduction)},
  booktitle    = {Euro-Par},
  series       = {Lecture Notes in Computer Science},
  volume       = {8097},
  pages        = {737--738},
  publisher    = {Springer},
  year         = {2013}
}
@inproceedings{DBLP:conf/hipc/MN13,
  author       = {Pavanakumar Mohanamuraly and
                  Kaushik Kumar N},
  title        = {Revisiting the space-filling curves for storage, reordering and partitioning
                  mesh based data in scientific computing},
  booktitle    = {HiPC},
  pages        = {362--367},
  publisher    = {{IEEE} Computer Society},
  year         = {2013}
}
@inproceedings{DBLP:conf/hpdc/SobieAGLPTCIP13,
  author       = {Randall J. Sobie and
                  Ashok Agarwal and
                  Ian Gable and
                  Colin Leavett{-}Brown and
                  Michael Paterson and
                  Ryan Paul Taylor and
                  Andre Charbonneau and
                  Roger Impey and
                  Wayne Podiama},
  title        = {{HTC} scientific computing in a distributed cloud environment},
  booktitle    = {ScienceCloud@HPDC},
  pages        = {45--52},
  publisher    = {{ACM}},
  year         = {2013}
}
@inproceedings{DBLP:conf/icpads/TirapatULA13,
  author       = {Tanyaporn Tirapat and
                  Orachun Udomkasemsub and
                  Xiaorong Li and
                  Tiranee Achalakul},
  title        = {Cost Optimization for Scientific Workflow Execution on Cloud Computing},
  booktitle    = {{ICPADS}},
  pages        = {663--668},
  publisher    = {{IEEE} Computer Society},
  year         = {2013}
}
@inproceedings{DBLP:conf/icpp/DefordK13,
  author       = {Daryl R. DeFord and
                  Ananth Kalyanaraman},
  title        = {Empirical Analysis of Space-Filling Curves for Scientific Computing
                  Applications},
  booktitle    = {{ICPP}},
  pages        = {170--179},
  publisher    = {{IEEE} Computer Society},
  year         = {2013}
}
@inproceedings{DBLP:conf/icsoc/GalanteBMS13,
  author       = {Guilherme Galante and
                  Luis Carlos Erpen De Bona and
                  Antonio Roberto Mury and
                  Bruno Schulze},
  title        = {Are Public Clouds Elastic Enough for Scientific Computing?},
  booktitle    = {{ICSOC} Workshops},
  series       = {Lecture Notes in Computer Science},
  volume       = {8377},
  pages        = {294--307},
  publisher    = {Springer},
  year         = {2013}
}
@inproceedings{DBLP:conf/icsoc/PandeyN13,
  author       = {Suraj Pandey and
                  Surya Nepal},
  title        = {Introduction to the 3rd International Workshop on Cloud Computing
                  and Scientific Applications (CCSA'13)},
  booktitle    = {{ICSOC} Workshops},
  series       = {Lecture Notes in Computer Science},
  volume       = {8377},
  pages        = {279--280},
  publisher    = {Springer},
  year         = {2013}
}
@inproceedings{DBLP:conf/icsoft/LiaoZYWJ13,
  author       = {Li Liao and
                  Aiqing Zhang and
                  Zhang Yang and
                  Wei Wang and
                  Cuiping Jing},
  title        = {{IDE-JASMIN} - An Interactive Graphical Approach for Parallel Programming
                  in Scientific Computing},
  booktitle    = {{ICSOFT}},
  pages        = {328--333},
  publisher    = {SciTePress},
  year         = {2013}
}
@inproceedings{DBLP:conf/ieeehpcs/Heinecke13,
  author       = {Alexander Heinecke},
  title        = {Accelerators in scientific computing is it worth the effort?},
  booktitle    = {{HPCS}},
  pages        = {504},
  publisher    = {{IEEE}},
  year         = {2013}
}
@inproceedings{DBLP:conf/ieeehpcs/SriramaIJW13,
  author       = {Satish Narayana Srirama and
                  Vladislav Ivanistsev and
                  Pelle Jakovits and
                  Chris Willmore},
  title        = {Direct migration of scientific computing experiments to the cloud},
  booktitle    = {{HPCS}},
  pages        = {27--34},
  publisher    = {{IEEE}},
  year         = {2013}
}
@inproceedings{DBLP:conf/iticse/Renaud13,
  author       = {Karen Renaud},
  title        = {Introducing computing students to scientific experimentation},
  booktitle    = {ITiCSE},
  pages        = {76--81},
  publisher    = {{ACM}},
  year         = {2013}
}
@inproceedings{DBLP:conf/iwomp/BarkerB13,
  author       = {James Barker and
                  Josh Bowden},
  title        = {Manycore Parallelism through OpenMP - High-Performance Scientific
                  Computing with Xeon Phi},
  booktitle    = {{IWOMP}},
  series       = {Lecture Notes in Computer Science},
  volume       = {8122},
  pages        = {45--57},
  publisher    = {Springer},
  year         = {2013}
}
@inproceedings{DBLP:conf/jsspp/DengVRI13,
  author       = {Kefeng Deng and
                  Ruben Verboon and
                  Kaijun Ren and
                  Alexandru Iosup},
  title        = {A Periodic Portfolio Scheduler for Scientific Computing in the Data
                  Center},
  booktitle    = {{JSSPP}},
  series       = {Lecture Notes in Computer Science},
  volume       = {8429},
  pages        = {156--176},
  publisher    = {Springer},
  year         = {2013}
}
@inproceedings{DBLP:conf/lssc/GubaOS13,
  author       = {S{\'{a}}ndor Guba and
                  M{\'{a}}t{\'{e}} Ory and
                  Imre Szeber{\'{e}}nyi},
  title        = {Harnessing Wasted Computing Power for Scientific Computing},
  booktitle    = {{LSSC}},
  series       = {Lecture Notes in Computer Science},
  volume       = {8353},
  pages        = {491--498},
  publisher    = {Springer},
  year         = {2013}
}
@inproceedings{DBLP:conf/parco/DosanjhCDFGGHJSW13,
  author       = {Sudip S. Dosanjh and
                  Shane Canon and
                  Jack Deslippe and
                  Kjiersten Fagnan and
                  Richard A. Gerber and
                  Lisa Gerhardt and
                  Jason Hick and
                  Douglas Jacobsen and
                  David Skinner and
                  Nicholas J. Wright},
  title        = {Extreme Data Science at the National Energy Research Scientific Computing
                  {(NERSC)} Center},
  booktitle    = {{PARCO}},
  series       = {Advances in Parallel Computing},
  volume       = {25},
  pages        = {3--18},
  publisher    = {{IOS} Press},
  year         = {2013}
}
@inproceedings{DBLP:conf/services/LinHYG13,
  author       = {Guang Lin and
                  Binh Han and
                  Jian Yin and
                  Ian Gorton},
  title        = {Exploring Cloud Computing for Large-Scale Scientific Applications},
  booktitle    = {{SERVICES}},
  pages        = {37--43},
  publisher    = {{IEEE} Computer Society},
  year         = {2013}
}
@inproceedings{DBLP:conf/services/ZhangVLCLLLXN13,
  author       = {Jia Zhang and
                  Petr Votava and
                  Tsengdar J. Lee and
                  Owen Chu and
                  Clyde Li and
                  David Liu and
                  Kate Liu and
                  Norman Xin and
                  Ramakrishna R. Nemani},
  title        = {Bridging VisTrails Scientific Workflow Management System to High Performance
                  Computing},
  booktitle    = {{SERVICES}},
  pages        = {29--36},
  publisher    = {{IEEE} Computer Society},
  year         = {2013}
}
@inproceedings{DBLP:conf/worldcist/FerreiraC13,
  author       = {Miguel Ferreira and
                  Miguel Casquilho},
  title        = {Remote Scientific Computing over the Internet: An Example in Geometry},
  booktitle    = {WorldCIST},
  series       = {Advances in Intelligent Systems and Computing},
  volume       = {206},
  pages        = {695--702},
  publisher    = {Springer},
  year         = {2013}
}
@proceedings{DBLP:conf/casc/2013,
  editor       = {Vladimir P. Gerdt and
                  Wolfram Koepf and
                  Ernst W. Mayr and
                  Evgenii V. Vorozhtsov},
  title        = {Computer Algebra in Scientific Computing - 15th International Workshop,
                  {CASC} 2013, Berlin, Germany, September 9-13, 2013. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {8136},
  publisher    = {Springer},
  year         = {2013}
}
@proceedings{DBLP:conf/hpdc/2013sciencecloud,
  editor       = {Kyle Chard},
  title        = {ScienceCloud'13, Proceedings of the 4th {ACM} {HPDC} Workshop on Scientific
                  Cloud Computing, New York, NY, USA, June 17, 2013},
  publisher    = {{ACM}},
  year         = {2013}
}
@proceedings{DBLP:conf/para/2012,
  editor       = {Pekka Manninen and
                  Per {\"{O}}ster},
  title        = {Applied Parallel and Scientific Computing - 11th International Conference,
                  {PARA} 2012, Helsinki, Finland, June 10-13, 2012, Revised Selected
                  Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {7782},
  publisher    = {Springer},
  year         = {2013}
}
@proceedings{DBLP:conf/synasc/2013,
  editor       = {Nikolaj S. Bj{\o}rner and
                  Viorel Negru and
                  Tetsuo Ida and
                  Tudor Jebelean and
                  Dana Petcu and
                  Stephen M. Watt and
                  Daniela Zaharie},
  title        = {15th International Symposium on Symbolic and Numeric Algorithms for
                  Scientific Computing, {SYNASC} 2013, Timisoara, Romania, September
                  23-26, 2013},
  publisher    = {{IEEE} Computer Society},
  year         = {2013}
}
@article{DBLP:journals/corr/AbdurachmanovEEM13,
  author       = {David Abdurachmanov and
                  Peter Elmer and
                  Giulio Eulisse and
                  Shahzad Muzaffar},
  title        = {Initial Explorations of {ARM} Processors for Scientific Computing},
  journal      = {CoRR},
  volume       = {abs/1311.0269},
  year         = {2013}
}
@article{DBLP:journals/corr/GarciaC13,
  author       = {{\'{A}}lvaro L{\'{o}}pez Garc{\'{\i}}a and
                  Enol Fern{\'{a}}ndez{-}del{-}Castillo},
  title        = {Analysis of Scientific Cloud Computing requirement},
  journal      = {CoRR},
  volume       = {abs/1309.6109},
  year         = {2013}
}
@article{DBLP:journals/corr/LiORZ13,
  author       = {Zheng Li and
                  Liam O'Brien and
                  Rajiv Ranjan and
                  Miranda Zhang},
  title        = {Early Observations on Performance of Google Compute Engine for Scientific
                  Computing},
  journal      = {CoRR},
  volume       = {abs/1312.6488},
  year         = {2013}
}
@article{DBLP:journals/corr/PiaBBD13,
  author       = {Maria Grazia Pia and
                  Tullio Basaglia and
                  Zane W. Bell and
                  Paul V. Dressendorfer},
  title        = {Scholarly literature and the press: scientific impact and social perception
                  of physics computing},
  journal      = {CoRR},
  volume       = {abs/1311.5158},
  year         = {2013}
}
@article{DBLP:journals/corr/abs-1302-1939,
  author       = {Randall J. Sobie and
                  Ashok Agarwal and
                  Ian Gable and
                  C. Leavett{-}Brown and
                  Michael Paterson and
                  Ryan Paul Taylor and
                  Andre Charbonneau and
                  Roger Impey and
                  Wayne Podiama},
  title        = {{HTC} Scientific Computing in a Distributed Cloud Environment},
  journal      = {CoRR},
  volume       = {abs/1302.1939},
  year         = {2013}
}
@phdthesis{DBLP:phd/basesearch/Sanna12,
  author       = {Alessandro Sanna},
  title        = {Design and implementation of a computational environment for high
                  performance scientific computing},
  school       = {University of Cagliari, Italy},
  year         = {2012}
}
@phdthesis{DBLP:phd/ethos/OBrien12,
  author       = {Neil S. O'Brien},
  title        = {Algorithms for scientific computing},
  school       = {University of Southampton, {UK}},
  year         = {2012}
}
@phdthesis{DBLP:phd/hal/Palyart12,
  author       = {Marc Palyart},
  title        = {Une approche bas{\'{e}}e sur les mod{\`{e}}les pour le d{\'{e}}veloppement
                  d'applications de simulation num{\'{e}}rique haute-performance.
                  {(A} Model-Based Approach for the Development of High-Performance
                  Scientific Computing Software)},
  school       = {Paul Sabatier University, Toulouse, France},
  year         = {2012}
}
@phdthesis{DBLP:phd/it/PIVANTI12,
  author       = {Marcello Pivanti},
  title        = {A Scalable Parallel Architecture with FPGA-Based Network Processor
                  for Scientific Computing},
  school       = {University of Ferrara, Italy},
  year         = {2012}
}
@book{DBLP:series/utcs/Pitt-FrancisW12,
  author       = {Joe Pitt{-}Francis and
                  Jonathan P. Whiteley},
  title        = {Guide to Scientific Computing in {C++}},
  series       = {Undergraduate Topics in Computer Science},
  publisher    = {Springer},
  year         = {2012}
}
@article{DBLP:journals/cphysics/JorissenVR12,
  author       = {Kevin Jorissen and
                  Fernando D. Vila and
                  John J. Rehr},
  title        = {A high performance scientific cloud computing environment for materials
                  simulations},
  journal      = {Comput. Phys. Commun.},
  volume       = {183},
  number       = {9},
  pages        = {1911--1919},
  year         = {2012}
}
@article{DBLP:journals/cse/Kindratenko12,
  author       = {Volodymyr V. Kindratenko},
  title        = {Scientific Computing with GPUs},
  journal      = {Comput. Sci. Eng.},
  volume       = {14},
  number       = {3},
  pages        = {8--9},
  year         = {2012}
}
@article{DBLP:journals/cse/StoddenLM12,
  author       = {Victoria Stodden and
                  Randall J. LeVeque and
                  Ian Mitchell},
  title        = {Reproducible Research for Scientific Computing: Tools and Strategies
                  for Changing the Culture},
  journal      = {Comput. Sci. Eng.},
  volume       = {14},
  number       = {4},
  pages        = {13--17},
  year         = {2012}
}
@article{DBLP:journals/dpd/BuiBFT12,
  author       = {Hoang Bui and
                  Peter Bui and
                  Patrick J. Flynn and
                  Douglas Thain},
  title        = {{ROARS:} a robust object archival system for data intensive scientific
                  computing},
  journal      = {Distributed Parallel Databases},
  volume       = {30},
  number       = {5-6},
  pages        = {325--350},
  year         = {2012}
}
@article{DBLP:journals/dpd/GadelhaWMF12,
  author       = {Luiz M. R. Gadelha Jr. and
                  Michael Wilde and
                  Marta Mattoso and
                  Ian T. Foster},
  title        = {MTCProv: a practical provenance query framework for many-task scientific
                  computing},
  journal      = {Distributed Parallel Databases},
  volume       = {30},
  number       = {5-6},
  pages        = {351--370},
  year         = {2012}
}
@article{DBLP:journals/eswa/GuoHYSC12,
  author       = {Haixiang Guo and
                  Jinglu Hu and
                  Shiwei Yu and
                  Han Sun and
                  Yuyan Chen},
  title        = {Computing of the contribution rate of scientific and technological
                  progress to economic growth in Chinese regions},
  journal      = {Expert Syst. Appl.},
  volume       = {39},
  number       = {10},
  pages        = {8514--8521},
  year         = {2012}
}
@article{DBLP:journals/fgcs/SriramaJV12,
  author       = {Satish Narayana Srirama and
                  Pelle Jakovits and
                  Eero Vainikko},
  title        = {Adapting scientific computing problems to clouds using MapReduce},
  journal      = {Future Gener. Comput. Syst.},
  volume       = {28},
  number       = {1},
  pages        = {184--192},
  year         = {2012}
}
@article{DBLP:journals/grid/BunchDCKPS12,
  author       = {Chris Bunch and
                  Brian Drawert and
                  Navraj Chohan and
                  Chandra Krintz and
                  Linda R. Petzold and
                  Khawaja S. Shams},
  title        = {Language and Runtime Support for Automatic Configuration and Deployment
                  of Scientific Computing Software over Cloud Fabrics},
  journal      = {J. Grid Comput.},
  volume       = {10},
  number       = {1},
  pages        = {23--46},
  year         = {2012}
}
@article{DBLP:journals/ijhcr/BelgacemAN12,
  author       = {Mohamed Ben Belgacem and
                  Nabil Abdennadher and
                  Marko Niinim{\"{a}}ki},
  title        = {Virtual {EZ} Grid: {A} Volunteer Computing Infrastructure for Scientific
                  Medical Applications},
  journal      = {Int. J. Handheld Comput. Res.},
  volume       = {3},
  number       = {1},
  pages        = {74--85},
  year         = {2012}
}
@article{DBLP:journals/ijhpca/EpperlyKDELPK12,
  author       = {Thomas G. W. Epperly and
                  Gary Kumfert and
                  Tamara Dahlgren and
                  Dietmar Ebner and
                  James Leek and
                  Adrian Prantl and
                  Scott R. Kohn},
  title        = {High-performance language interoperability for scientific computing
                  through Babel},
  journal      = {Int. J. High Perform. Comput. Appl.},
  volume       = {26},
  number       = {3},
  pages        = {260--274},
  year         = {2012}
}
@article{DBLP:journals/ijwgs/FanWCZL12,
  author       = {Pei Fan and
                  Ji Wang and
                  Zhenbang Chen and
                  Zibin Zheng and
                  Michael R. Lyu},
  title        = {A spectral clustering-based optimal deployment method for scientific
                  application in cloud computing},
  journal      = {Int. J. Web Grid Serv.},
  volume       = {8},
  number       = {1},
  pages        = {31--55},
  year         = {2012}
}
@article{DBLP:journals/mcs/Spitaleri12,
  author       = {Rosa Maria Spitaleri},
  title        = {Applied scientific computing {IX:} Modeling, numerical methods, algorithms
                  and simulation methodologies},
  journal      = {Math. Comput. Simul.},
  volume       = {82},
  number       = {12},
  pages        = {2889--2890},
  year         = {2012}
}
@article{DBLP:journals/siamsc/KayaaslanPCA12,
  author       = {Enver Kayaaslan and
                  Ali Pinar and
                  {\"{U}}mit V. {\c{C}}ataly{\"{u}}rek and
                  Cevdet Aykanat},
  title        = {Partitioning Hypergraphs in Scientific Computing Applications through
                  Vertex Separators on Graphs},
  journal      = {{SIAM} J. Sci. Comput.},
  volume       = {34},
  number       = {2},
  year         = {2012}
}
@article{DBLP:journals/sp/BakerH12,
  author       = {Christopher G. Baker and
                  Michael A. Heroux},
  title        = {Tpetra, and the use of generic programming in scientific computing},
  journal      = {Sci. Program.},
  volume       = {20},
  number       = {2},
  pages        = {115--128},
  year         = {2012}
}
@article{DBLP:journals/sp/BomanCCD12,
  author       = {Erik G. Boman and
                  {\"{U}}mit V. {\c{C}}ataly{\"{u}}rek and
                  C{\'{e}}dric Chevalier and
                  Karen D. Devine},
  title        = {The Zoltan and Isorropia parallel toolkits for combinatorial scientific
                  computing: Partitioning, ordering and coloring},
  journal      = {Sci. Program.},
  volume       = {20},
  number       = {2},
  pages        = {129--150},
  year         = {2012}
}
@article{DBLP:journals/tc/SethiaDMM12,
  author       = {Ankit Sethia and
                  Ganesh S. Dasika and
                  Trevor N. Mudge and
                  Scott A. Mahlke},
  title        = {A Customized Processor for Energy Efficient Scientific Computing},
  journal      = {{IEEE} Trans. Computers},
  volume       = {61},
  number       = {12},
  pages        = {1711--1723},
  year         = {2012}
}
@article{DBLP:journals/tgis/ZylVMH12,
  author       = {Terence L. van Zyl and
                  Anwar Vahed and
                  Graeme McFerren and
                  Derek Hohls},
  title        = {Earth Observation Scientific Workflows in a Distributed Computing
                  Environment},
  journal      = {Trans. {GIS}},
  volume       = {16},
  number       = {2},
  pages        = {233--248},
  year         = {2012}
}
@article{DBLP:journals/tjs/NiemiH12,
  author       = {Tapio Niemi and
                  Ari{-}Pekka Hameri},
  title        = {Memory-based scheduling of scientific computing clusters},
  journal      = {J. Supercomput.},
  volume       = {61},
  number       = {3},
  pages        = {520--544},
  year         = {2012}
}
@inproceedings{DBLP:conf/IEEEcloud/FanCWZL12,
  author       = {Pei Fan and
                  Zhenbang Chen and
                  Ji Wang and
                  Zibin Zheng and
                  Michael R. Lyu},
  title        = {Topology-Aware Deployment of Scientific Applications in Cloud Computing},
  booktitle    = {{IEEE} {CLOUD}},
  pages        = {319--326},
  publisher    = {{IEEE} Computer Society},
  year         = {2012}
}
@inproceedings{DBLP:conf/arc/LiuL12,
  author       = {Qiang Liu and
                  Wayne Luk},
  title        = {Heterogeneous Systems for Energy Efficient Scientific Computing},
  booktitle    = {{ARC}},
  series       = {Lecture Notes in Computer Science},
  volume       = {7199},
  pages        = {64--75},
  publisher    = {Springer},
  year         = {2012}
}
@inproceedings{DBLP:conf/birthday/Matthies12,
  author       = {Hermann G. Matthies},
  title        = {Wissenschaftliches Rechnen - Scientific Computing},
  booktitle    = {40 Jahre Informatik @ Braunschweig},
  series       = {{LNI}},
  volume       = {{T-6}},
  pages        = {148--155},
  publisher    = {{GI}},
  year         = {2012}
}
@inproceedings{DBLP:conf/clei/VillamizarCM12,
  author       = {Mario Villamizar and
                  Harold E. Castro and
                  David Mendez},
  title        = {e-Clouds: {A} SaaS marketplace for scientific computing},
  booktitle    = {{CLEI}},
  pages        = {1--9},
  publisher    = {{IEEE}},
  year         = {2012}
}
@inproceedings{DBLP:conf/dcai/RabosoVCAVJIV12,
  author       = {Mariano Raboso and
                  Jos{\'{e}} A. de la Varga and
                  Myriam Codes and
                  Jes{\'{u}}s Alonso and
                  Lara del Val and
                  Mar{\'{\i}}a I. Jim{\'{e}}nez and
                  Alberto Izquierdo{-}Fuente and
                  Juan Jos{\'{e}} Villacorta{-}Calvo},
  title        = {A Scientific Computing Environment for Accessing Grid Computing Systems
                  Using Cloud Services},
  booktitle    = {{DCAI}},
  series       = {Advances in Intelligent and Soft Computing},
  volume       = {151},
  pages        = {347--353},
  publisher    = {Springer},
  year         = {2012}
}
@inproceedings{DBLP:conf/eatis/Corral-GarciaCGG12,
  author       = {Javier Corral{-}Garc{\'{\i}}a and
                  David Cort{\'{e}}s{-}Polo and
                  C{\'{e}}sar G{\'{o}}mez{-}Mart{\'{\i}}n and
                  Jos{\'{e}} Luis Gonz{\'{a}}lez S{\'{a}}nchez},
  title        = {Methodology and framework for the development of scientific applications
                  with high-performance computing through web services},
  booktitle    = {{EATIS}},
  pages        = {173--180},
  publisher    = {{ACM}},
  year         = {2012}
}
@inproceedings{DBLP:conf/europar/ClarkeILS12,
  author       = {David Clarke and
                  Aleksandar Ilic and
                  Alexey L. Lastovetsky and
                  Leonel Sousa},
  title        = {Hierarchical Partitioning Algorithm for Scientific Computing on Highly
                  Heterogeneous {CPU} + {GPU} Clusters},
  booktitle    = {Euro-Par},
  series       = {Lecture Notes in Computer Science},
  volume       = {7484},
  pages        = {489--501},
  publisher    = {Springer},
  year         = {2012}
}
@inproceedings{DBLP:conf/fccm/JerezCK12,
  author       = {Juan Luis Jerez and
                  George A. Constantinides and
                  Eric C. Kerrigan},
  title        = {Fixed Point Lanczos: Sustaining TFLOP-equivalent Performance in FPGAs
                  for Scientific Computing},
  booktitle    = {{FCCM}},
  pages        = {53--60},
  publisher    = {{IEEE} Computer Society},
  year         = {2012}
}
@inproceedings{DBLP:conf/fie/WarrenD12,
  author       = {Steve Warren and
                  Dwight Day},
  title        = {The impact of a scientific computing prerequisite on student performance
                  in a linear systems course},
  booktitle    = {{FIE}},
  pages        = {1--6},
  publisher    = {{IEEE} Computer Society},
  year         = {2012}
}
@inproceedings{DBLP:conf/grid/ZhaoZTXL12,
  author       = {Yong Zhao and
                  Yanzhe Zhang and
                  Wenhong Tian and
                  Ruini Xue and
                  Cui Lin},
  title        = {Designing and Deploying a Scientific Computing Cloud Platform},
  booktitle    = {{GRID}},
  pages        = {104--113},
  publisher    = {{IEEE} Computer Society},
  year         = {2012}
}
@inproceedings{DBLP:conf/hpc/TanakaYTOPWZHPW12,
  author       = {Yoshio Tanaka and
                  Naotaka Yamamoto and
                  Ryousei Takano and
                  Akihiko Ota and
                  Philip M. Papadopoulos and
                  Nadya Williams and
                  Cindy Zheng and
                  Weicheng Huang and
                  Yi{-}Lun Pan and
                  Chang{-}Hsing Wu and
                  Hsi{-}En Yu and
                  J. H. Steven Shiao and
                  Kohei Ichikawa and
                  Taiki Tada and
                  Susumu Date and
                  Shinji Shimojo},
  title        = {Building Secure and Transparent Inter-Cloud Infrastructure for Scientific
                  Applications},
  booktitle    = {High Performance Computing Workshop {(1)}},
  series       = {Advances in Parallel Computing},
  volume       = {24},
  pages        = {35--52},
  publisher    = {{IOS} Press},
  year         = {2012}
}
@inproceedings{DBLP:conf/hpcc/JakovitsSK12,
  author       = {Pelle Jakovits and
                  Satish Narayana Srirama and
                  Ilja Kromonov},
  title        = {Stratus: {A} Distributed Computing Framework for Scientific Simulations
                  on the Cloud},
  booktitle    = {{HPCC-ICESS}},
  pages        = {1053--1059},
  publisher    = {{IEEE} Computer Society},
  year         = {2012}
}
@inproceedings{DBLP:conf/iccsa/ManualiCLCGCR12,
  author       = {Carlo Manuali and
                  Alessandro Costantini and
                  Antonio Lagan{\`{a}} and
                  Marco Cecchi and
                  Antonia Ghiselli and
                  Michele Carpen{\`{e}} and
                  Elda Rossi},
  title        = {Efficient Workload Distribution Bridging {HTC} and {HPC} in Scientific
                  Computing},
  booktitle    = {{ICCSA} {(1)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {7333},
  pages        = {345--357},
  publisher    = {Springer},
  year         = {2012}
}
@inproceedings{DBLP:conf/icsoft/MarshallTKBW12,
  author       = {Paul Marshall and
                  Henry M. Tufo and
                  Kate Keahey and
                  David La Bissoniere and
                  Matthew Woitaszek},
  title        = {Architecting a Large-scale Elastic Environment - Recontextualization
                  and Adaptive Cloud Services for Scientific Computing},
  booktitle    = {{ICSOFT}},
  pages        = {409--418},
  publisher    = {SciTePress},
  year         = {2012}
}
@inproceedings{DBLP:conf/ifl/IonescuJ12,
  author       = {Cezar Ionescu and
                  Patrik Jansson},
  title        = {Dependently-Typed Programming in Scientific Computing - Examples from
                  Economic Modelling},
  booktitle    = {{IFL}},
  series       = {Lecture Notes in Computer Science},
  volume       = {8241},
  pages        = {140--156},
  publisher    = {Springer},
  year         = {2012}
}
@inproceedings{DBLP:conf/ispdc/HeineckeAT12,
  author       = {Alexander Heinecke and
                  Thomas Auckenthaler and
                  Carsten Trinitis},
  title        = {Exploiting State-of-the-Art x86 Architectures in Scientific Computing},
  booktitle    = {{ISPDC}},
  pages        = {47--54},
  publisher    = {{IEEE} Computer Society},
  year         = {2012}
}
@inproceedings{DBLP:conf/models/PalyartOLB12,
  author       = {Marc Palyart and
                  Ileana Ober and
                  David Lugato and
                  Jean{-}Michel Bruel},
  title        = {{HPCML:} a modeling language dedicated to high-performance scientific
                  computing},
  booktitle    = {MDHPCL@MoDELS},
  pages        = {6},
  publisher    = {{ACM}},
  year         = {2012}
}
@inproceedings{DBLP:conf/para/AstromCHILMNSSW12,
  author       = {J. A. {\AA}str{\"{o}}m and
                  Adam C. Carter and
                  James Hetherington and
                  K. Ioakimidis and
                  Erik Lindahl and
                  G. Mozdzynski and
                  Rupert W. Nash and
                  Philipp Schlatter and
                  Artur Signell and
                  Jan Westerholm},
  title        = {Preparing Scientific Application Software for Exascale Computing},
  booktitle    = {{PARA}},
  series       = {Lecture Notes in Computer Science},
  volume       = {7782},
  pages        = {27--42},
  publisher    = {Springer},
  year         = {2012}
}
@inproceedings{DBLP:conf/para/WeinbubRS12,
  author       = {Josef Weinbub and
                  Karl Rupp and
                  Siegfried Selberherr},
  title        = {A Lightweight Task Graph Scheduler for Distributed High-Performance
                  Scientific Computing},
  booktitle    = {{PARA}},
  series       = {Lecture Notes in Computer Science},
  volume       = {7782},
  pages        = {563--566},
  publisher    = {Springer},
  year         = {2012}
}
@inproceedings{DBLP:conf/sc/Butler12,
  author       = {David M. Butler},
  title        = {Scientific Computing Doesn't Need noSQL},
  booktitle    = {{SC} Companion},
  pages        = {1301--1302},
  publisher    = {{IEEE} Computer Society},
  year         = {2012}
}
@inproceedings{DBLP:conf/sc/Butler12a,
  author       = {David M. Butler},
  title        = {The Sheaf Data Model: {A} Rigorous Data Model for Scientific Computing},
  booktitle    = {{SC} Companion},
  pages        = {1303--1305},
  publisher    = {{IEEE} Computer Society},
  year         = {2012}
}
@inproceedings{DBLP:conf/sc/EstradaT12,
  author       = {Trilce Estrada and
                  Michela Taufer},
  title        = {On the effectiveness of application-aware self-management for scientific
                  discovery in volunteer computing systems},
  booktitle    = {{SC}},
  pages        = {80},
  publisher    = {{IEEE/ACM}},
  year         = {2012}
}
@inproceedings{DBLP:conf/sc/LiuC12,
  author       = {Jialin Liu and
                  Yong Chen},
  title        = {Improving Data Analysis Performance for High-Performance Computing
                  with Integrating Statistical Metadata in Scientific Datasets},
  booktitle    = {{SC} Companion},
  pages        = {1292--1295},
  publisher    = {{IEEE} Computer Society},
  year         = {2012}
}
@inproceedings{DBLP:conf/sc/McNabbLS12,
  author       = {Andrew W. McNabb and
                  Jeffrey Lund and
                  Kevin D. Seppi},
  title        = {Mrs: MapReduce for Scientific Computing in Python},
  booktitle    = {{SC} Companion},
  pages        = {600--608},
  publisher    = {{IEEE} Computer Society},
  year         = {2012}
}
@inproceedings{DBLP:conf/ucc/VillamizarCM12,
  author       = {Mario Villamizar and
                  Harold E. Castro and
                  David Mendez},
  title        = {E-Clouds: {A} SaaS Marketplace for Scientific Computing},
  booktitle    = {{UCC}},
  pages        = {13--20},
  publisher    = {{IEEE} Computer Society},
  year         = {2012}
}
@inproceedings{DBLP:conf/vecpar/MoltoCH12,
  author       = {Germ{\'{a}}n Molt{\'{o}} and
                  Amanda Calatrava and
                  Vicente Hern{\'{a}}ndez},
  title        = {A Service-Oriented Architecture for Scientific Computing on Cloud
                  Infrastructures},
  booktitle    = {{VECPAR}},
  series       = {Lecture Notes in Computer Science},
  volume       = {7851},
  pages        = {163--176},
  publisher    = {Springer},
  year         = {2012}
}
@inproceedings{DBLP:conf/wodes/ClavijoBC12,
  author       = {Leonardo B. Clavijo and
                  Jo{\~{a}}o Carlos Basilio and
                  Lilian Kawakami Carvalho},
  title        = {{DESLAB:} {A} scientific computing program for analysis and synthesis
                  of discrete-event systems},
  booktitle    = {{WODES}},
  pages        = {349--355},
  publisher    = {International Federation of Automatic Control},
  year         = {2012}
}
@inproceedings{DBLP:journals/procedia/CastaneNFC12,
  author       = {Gabriel G. Casta{\~{n}}{\'{e}} and
                  Alberto Nu{\~{n}}ez and
                  Rosa Filgueira and
                  Jes{\'{u}}s Carretero},
  title        = {Dimensioning Scientific Computing Systems to Improve Performance of
                  Map-Reduce based Applications},
  booktitle    = {{ICCS}},
  series       = {Procedia Computer Science},
  volume       = {9},
  pages        = {226--235},
  publisher    = {Elsevier},
  year         = {2012}
}
@inproceedings{DBLP:journals/procedia/HuynhMG12,
  author       = {Thang Viet Huynh and
                  Manfred M{\"{u}}cke and
                  Wilfried N. Gansterer},
  title        = {Evaluation of the Stretch {S6} Hybrid Reconfigurable Embedded {CPU}
                  Architecture for Power-Efficient Scientific Computing},
  booktitle    = {{ICCS}},
  series       = {Procedia Computer Science},
  volume       = {9},
  pages        = {196--205},
  publisher    = {Elsevier},
  year         = {2012}
}
@inproceedings{DBLP:journals/procedia/NunezAM12,
  author       = {Alberto Nu{\~{n}}ez and
                  C{\'{e}}sar Andr{\'{e}}s and
                  Mercedes G. Merayo},
  title        = {Optimizing the Trade-offs Between Cost and Performance in Scientific
                  Computing},
  booktitle    = {{ICCS}},
  series       = {Procedia Computer Science},
  volume       = {9},
  pages        = {498--507},
  publisher    = {Elsevier},
  year         = {2012}
}
@incollection{DBLP:books/daglib/p/Baggag12,
  author       = {Abdelkader Baggag},
  title        = {A Preconditioned Scheme for Nonsymmetric Saddle-Point Problems},
  booktitle    = {High-Performance Scientific Computing},
  pages        = {219--250},
  publisher    = {Springer},
  year         = {2012}
}
@incollection{DBLP:books/daglib/p/BakerFKY12,
  author       = {Allison H. Baker and
                  Robert D. Falgout and
                  Tzanio V. Kolev and
                  Ulrike Meier Yang},
  title        = {Scaling Hypre's Multigrid Solvers to 100, 000 Cores},
  booktitle    = {High-Performance Scientific Computing},
  pages        = {261--279},
  publisher    = {Springer},
  year         = {2012}
}
@incollection{DBLP:books/daglib/p/BeckaOV12,
  author       = {Martin Becka and
                  Gabriel Oksa and
                  Mari{\'{a}}n Vajtersic},
  title        = {Parallel Block-Jacobi {SVD} Methods},
  booktitle    = {High-Performance Scientific Computing},
  pages        = {185--197},
  publisher    = {Springer},
  year         = {2012}
}
@incollection{DBLP:books/daglib/p/DongarraKLT12,
  author       = {Jack J. Dongarra and
                  Jakub Kurzak and
                  Piotr Luszczek and
                  Stanimire Tomov},
  title        = {Dense Linear Algebra on Accelerated Multicore Hardware},
  booktitle    = {High-Performance Scientific Computing},
  pages        = {123--146},
  publisher    = {Springer},
  year         = {2012}
}
@incollection{DBLP:books/daglib/p/EijkhoutG12,
  author       = {Victor Eijkhout and
                  Robert A. van de Geijn},
  title        = {The Spike Factorization as Domain Decomposition Method; Equivalent
                  and Variant Approaches},
  booktitle    = {High-Performance Scientific Computing},
  pages        = {157--169},
  publisher    = {Springer},
  year         = {2012}
}
@incollection{DBLP:books/daglib/p/GallivanGGPPSSS12,
  author       = {Kyle A. Gallivan and
                  Efstratios Gallopoulos and
                  Ananth Grama and
                  Bernard Philippe and
                  Eric Polizzi and
                  Yousef Saad and
                  Faisal Saied and
                  Danny C. Sorensen},
  title        = {Parallel Numerical Computing from Illiac {IV} to Exascale - The Contributions
                  of Ahmed H. Sameh},
  booktitle    = {High-Performance Scientific Computing},
  pages        = {1--44},
  publisher    = {Springer},
  year         = {2012}
}
@incollection{DBLP:books/daglib/p/GallivanQA12,
  author       = {Kyle A. Gallivan and
                  Chunhong Qi and
                  Pierre{-}Antoine Absil},
  title        = {A Riemannian Dennis-Mor{\'{e}} Condition},
  booktitle    = {High-Performance Scientific Computing},
  pages        = {281--293},
  publisher    = {Springer},
  year         = {2012}
}
@incollection{DBLP:books/daglib/p/JalbyWKAB12,
  author       = {William Jalby and
                  David C. Wong and
                  David J. Kuck and
                  Jean{-}Thomas Acquaviva and
                  Jean Christophe Beyler},
  title        = {Measuring Computer Performance},
  booktitle    = {High-Performance Scientific Computing},
  pages        = {75--95},
  publisher    = {Springer},
  year         = {2012}
}
@incollection{DBLP:books/daglib/p/Kilic12,
  author       = {Sami A. Kilic},
  title        = {Effect of Ordering for Iterative Solvers in Structural Mechanics Problems},
  booktitle    = {High-Performance Scientific Computing},
  pages        = {251--260},
  publisher    = {Springer},
  year         = {2012}
}
@incollection{DBLP:books/daglib/p/KimP12,
  author       = {Jingu Kim and
                  Haesun Park},
  title        = {Fast Nonnegative Tensor Factorization with an Active-Set-Like Method},
  booktitle    = {High-Performance Scientific Computing},
  pages        = {311--326},
  publisher    = {Springer},
  year         = {2012}
}
@incollection{DBLP:books/daglib/p/Kuck12,
  author       = {David J. Kuck},
  title        = {Computational Capacity-Based Codesign of Computer Systems},
  booktitle    = {High-Performance Scientific Computing},
  pages        = {45--73},
  publisher    = {Springer},
  year         = {2012}
}
@incollection{DBLP:books/daglib/p/Manguoglu12,
  author       = {Murat Manguoglu},
  title        = {Parallel Solution of Sparse Linear Systems},
  booktitle    = {High-Performance Scientific Computing},
  pages        = {171--184},
  publisher    = {Springer},
  year         = {2012}
}
@incollection{DBLP:books/daglib/p/Mikkelsen12,
  author       = {Carl Christian Kjelgaard Mikkelsen},
  title        = {The Explicit Spike Algorithm: Iterative Solution of the Reduced System},
  booktitle    = {High-Performance Scientific Computing},
  pages        = {147--156},
  publisher    = {Springer},
  year         = {2012}
}
@incollection{DBLP:books/daglib/p/PuretskiyB12,
  author       = {Andrey A. Puretskiy and
                  Michael W. Berry},
  title        = {Knowledge Discovery Using Nonnegative Tensor Factorization with Visual
                  Analytics},
  booktitle    = {High-Performance Scientific Computing},
  pages        = {327--342},
  publisher    = {Springer},
  year         = {2012}
}
@incollection{DBLP:books/daglib/p/SpekHW12,
  author       = {Harmen L. A. van der Spek and
                  C. W. Mattias Holm and
                  Harry A. G. Wijshoff},
  title        = {A Compilation Framework for the Automatic Restructuring of Pointer-Linked
                  Data Structures},
  booktitle    = {High-Performance Scientific Computing},
  pages        = {97--122},
  publisher    = {Springer},
  year         = {2012}
}
@incollection{DBLP:books/daglib/p/WangW12,
  author       = {Mu Wang and
                  Xiaoge Wang},
  title        = {A Jump-Start of Non-negative Least Squares Solvers},
  booktitle    = {High-Performance Scientific Computing},
  pages        = {295--310},
  publisher    = {Springer},
  year         = {2012}
}
@incollection{DBLP:books/daglib/p/Xia12,
  author       = {Jianlin Xia},
  title        = {Robust and Efficient Multifrontal Solver for Large Discretized PDEs},
  booktitle    = {High-Performance Scientific Computing},
  pages        = {199--217},
  publisher    = {Springer},
  year         = {2012}
}
@book{DBLP:books/daglib/0028682,
  editor       = {Michael W. Berry and
                  Kyle A. Gallivan and
                  Efstratios Gallopoulos and
                  Ananth Grama and
                  Bernard Philippe},
  title        = {High-Performance Scientific Computing - Algorithms and Applications},
  publisher    = {Springer},
  year         = {2012}
}
@book{DBLP:books/ws/12/P2012,
  editor       = {Jeremy Pitt},
  title        = {This Pervasive Day: The Potential and Perils of Pervasive Computing},
  publisher    = {Imperial College Press / World Scientific},
  year         = {2012}
}
@proceedings{DBLP:conf/casc/2012,
  editor       = {Vladimir P. Gerdt and
                  Wolfram Koepf and
                  Ernst W. Mayr and
                  Evgenii V. Vorozhtsov},
  title        = {Computer Algebra in Scientific Computing - 14th International Workshop,
                  {CASC} 2012, Maribor, Slovenia, September 3-6, 2012. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7442},
  publisher    = {Springer},
  year         = {2012}
}
@proceedings{DBLP:conf/hpsc/2009,
  editor       = {Hans Georg Bock and
                  Hoang Xuan Phu and
                  Rolf Rannacher and
                  Johannes P. Schl{\"{o}}der},
  title        = {Modeling, Simulation and Optimization of Complex Processes, Proceedings
                  of the Fourth International Conference on High Performance Scientific
                  Computing, March 2-6, 2009, Hanoi, Vietnam},
  publisher    = {Springer},
  year         = {2012}
}
@proceedings{DBLP:conf/ifip2-5/2011,
  editor       = {Andrew Dienstfrey and
                  Ronald F. Boisvert},
  title        = {Uncertainty Quantification in Scientific Computing - 10th {IFIP} {WG}
                  2.5 Working Conference, WoCoUQ 2011, Boulder, CO, USA, August 1-4,
                  2011, Revised Selected Papers},
  series       = {{IFIP} Advances in Information and Communication Technology},
  volume       = {377},
  publisher    = {Springer},
  year         = {2012}
}
@proceedings{DBLP:conf/lssc/2011,
  editor       = {Ivan Lirkov and
                  Svetozar Margenov and
                  Jerzy Wasniewski},
  title        = {Large-Scale Scientific Computing - 8th International Conference, {LSSC}
                  2011, Sozopol, Bulgaria, June 6-10, 2011, Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {7116},
  publisher    = {Springer},
  year         = {2012}
}
@proceedings{DBLP:conf/para/2010-1,
  editor       = {Kristj{\'{a}}n J{\'{o}}nasson},
  title        = {Applied Parallel and Scientific Computing - 10th International Conference,
                  {PARA} 2010, Reykjav{\'{\i}}k, Iceland, June 6-9, 2010, Revised
                  Selected Papers, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {7133},
  publisher    = {Springer},
  year         = {2012}
}
@proceedings{DBLP:conf/para/2010-2,
  editor       = {Kristj{\'{a}}n J{\'{o}}nasson},
  title        = {Applied Parallel and Scientific Computing - 10th International Conference,
                  {PARA} 2010, Reykjav{\'{\i}}k, Iceland, June 6-9, 2010, Revised
                  Selected Papers, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {7134},
  publisher    = {Springer},
  year         = {2012}
}
@proceedings{DBLP:conf/qlsc/2012,
  editor       = {Guojun Wang and
                  Bin Zhao and
                  Yongmin Li},
  title        = {Quantitative Logic and Soft Computing, Proceedings of the {QLSC} 2012,
                  Xi'an, China, 12-15 May 2012},
  series       = {World Scientific Proceedings Series on Computer Engineering and Informtion
                  Science},
  volume       = {5},
  publisher    = {World Scientific},
  year         = {2012}
}
@proceedings{DBLP:conf/synasc/2012,
  editor       = {Andrei Voronkov and
                  Viorel Negru and
                  Tetsuo Ida and
                  Tudor Jebelean and
                  Dana Petcu and
                  Stephen M. Watt and
                  Daniela Zaharie},
  title        = {14th International Symposium on Symbolic and Numeric Algorithms for
                  Scientific Computing, {SYNASC} 2012, Timisoara, Romania, September
                  26-29, 2012},
  publisher    = {{IEEE} Computer Society},
  year         = {2012}
}
@article{DBLP:journals/corr/abs-1203-4135,
  author       = {Eric L. Seidel},
  title        = {Metadata Management in Scientific Computing},
  journal      = {CoRR},
  volume       = {abs/1203.4135},
  year         = {2012}
}
@article{DBLP:journals/corr/abs-1209-1711,
  author       = {Matthew G. Knepley},
  title        = {Programming Languages for Scientific Computing},
  journal      = {CoRR},
  volume       = {abs/1209.1711},
  year         = {2012}
}
@article{DBLP:journals/corr/abs-1210-0530,
  author       = {Dhavide A. Aruliah and
                  C. Titus Brown and
                  Neil P. Chue Hong and
                  Matt Davis and
                  Richard T. Guy and
                  Steven H. D. Haddock and
                  Katy Huff and
                  Ian Mitchell and
                  Mark D. Plumbley and
                  Ben Waugh and
                  Ethan P. White and
                  Greg Wilson and
                  Paul Wilson},
  title        = {Best Practices for Scientific Computing},
  journal      = {CoRR},
  volume       = {abs/1210.0530},
  year         = {2012}
}
@article{DBLP:journals/corr/abs-1212-4658,
  author       = {Stefano Stalio and
                  Giuseppe Di Carlo and
                  Sandra Parlati and
                  Piero Spinnato},
  title        = {Resource management on a {VM} based computer cluster for scientific
                  computing},
  journal      = {CoRR},
  volume       = {abs/1212.4658},
  year         = {2012}
}
@article{DBLP:journals/iacr/LiuZYC12,
  author       = {Chang Liu and
                  Xuyun Zhang and
                  Chi Yang and
                  Jinjun Chen},
  title        = {{CCBKE} - Session Key Negotiation for Fast and Secure Scheduling of
                  Scientific Applications in Cloud Computing},
  journal      = {{IACR} Cryptol. ePrint Arch.},
  pages        = {385},
  year         = {2012}
}
@phdthesis{DBLP:phd/basesearch/Rutishauser11,
  author       = {David Rutishauser},
  title        = {Implementing Scientific Simulation Codes Tailored for Vector Architectures
                  Using Custom Configurable Computing Machines},
  school       = {Virginia Tech, Blacksburg, VA, {USA}},
  year         = {2011}
}
@phdthesis{DBLP:phd/hal/Nguyen11d,
  author       = {Hong Diep Nguyen},
  title        = {Efficient algorithms for verified scientific computing : Numerical
                  linear algebra using interval arithmetic. (Algorithmes efficaces pour
                  le calcul scientifique v{\'{e}}rifi{\'{e}} : alg{\`{e}}bre
                  lin{\'{e}}aire num{\'{e}}rique et arithm{\'{e}}tique
                  par intervalles)},
  school       = {{\'{E}}cole normale sup{\'{e}}rieure de Lyon, France},
  year         = {2011}
}
@phdthesis{DBLP:phd/us/Kennedy11,
  author       = {Oliver Kennedy},
  title        = {Lookout for...What? Monitoring and Uncertainty in Scientific Computing},
  school       = {Cornell University, {USA}},
  year         = {2011}
}
@article{DBLP:journals/amcs/TerzoMCN11,
  author       = {Olivier Terzo and
                  Lorenzo Mossucca and
                  Manuela Cucca and
                  Riccardo Notarpietro},
  title        = {Data intensive scientific analysis with grid computing},
  journal      = {Int. J. Appl. Math. Comput. Sci.},
  volume       = {21},
  number       = {2},
  pages        = {219--228},
  year         = {2011}
}
@article{DBLP:journals/cphysics/Daniluk11,
  author       = {Andrzej Daniluk},
  title        = {Cooperative and competitive concurrency in scientific computing. {A}
                  full open-source upgrade of the program for dynamical calculations
                  of {RHEED} intensity oscillations},
  journal      = {Comput. Phys. Commun.},
  volume       = {182},
  number       = {6},
  pages        = {1389--1390},
  year         = {2011}
}
@article{DBLP:journals/cse/Bryant11,
  author       = {Randal E. Bryant},
  title        = {Data-Intensive Scalable Computing for Scientific Applications},
  journal      = {Comput. Sci. Eng.},
  volume       = {13},
  number       = {6},
  pages        = {25--33},
  year         = {2011}
}
@article{DBLP:journals/cse/PerezGH11,
  author       = {Fernando P{\'{e}}rez and
                  Brian E. Granger and
                  John D. Hunter},
  title        = {Python: An Ecosystem for Scientific Computing},
  journal      = {Comput. Sci. Eng.},
  volume       = {13},
  number       = {2},
  pages        = {13--21},
  year         = {2011}
}
@article{DBLP:journals/cse/ShowermanESTGH11,
  author       = {Michael T. Showerman and
                  Jeremy Enos and
                  Craig P. Steffen and
                  Sean Treichler and
                  William Gropp and
                  Wen{-}mei W. Hwu},
  title        = {EcoG: {A} Power-Efficient {GPU} Cluster Architecture for Scientific
                  Computing},
  journal      = {Comput. Sci. Eng.},
  volume       = {13},
  number       = {2},
  pages        = {83--87},
  year         = {2011}
}
@article{DBLP:journals/cse/Szalay11,
  author       = {Alexander S. Szalay},
  title        = {Extreme Data-Intensive Scientific Computing},
  journal      = {Comput. Sci. Eng.},
  volume       = {13},
  number       = {6},
  pages        = {34--41},
  year         = {2011}
}
@article{DBLP:journals/cse/Terrel11,
  author       = {Andy R. Terrel},
  title        = {From Equations to Code: Automated Scientific Computing},
  journal      = {Comput. Sci. Eng.},
  volume       = {13},
  number       = {2},
  pages        = {78--82},
  year         = {2011}
}
@article{DBLP:journals/dt/ConstantinidesKN11,
  author       = {George A. Constantinides and
                  Adam B. Kinsman and
                  Nicola Nicolici},
  title        = {Numerical Data Representations for FPGA-Based Scientific Computing},
  journal      = {{IEEE} Des. Test Comput.},
  volume       = {28},
  number       = {4},
  pages        = {8--17},
  year         = {2011}
}
@article{DBLP:journals/dt/StittGLSAWRHKC11,
  author       = {Greg Stitt and
                  Alan D. George and
                  Herman Lam and
                  Melissa C. Smith and
                  Vikas Aggarwal and
                  Gongyu Wang and
                  Casey Reardon and
                  Brian Holland and
                  Seth Koehler and
                  James Coole},
  title        = {An End-to-End Tool Flow for FPGA-Accelerated Scientific Computing},
  journal      = {{IEEE} Des. Test Comput.},
  volume       = {28},
  number       = {4},
  pages        = {68--77},
  year         = {2011}
}
@article{DBLP:journals/ijhpca/DongarraT11,
  author       = {Jack J. Dongarra and
                  Bernard Tourancheau},
  title        = {Selected papers of the Workshop on Clusters, Clouds and Grids for
                  Scientific Computing {(CCGSC)}},
  journal      = {Int. J. High Perform. Comput. Appl.},
  volume       = {25},
  number       = {3},
  pages        = {259--260},
  year         = {2011}
}
@article{DBLP:journals/jcphy/AssousC11,
  author       = {Franck Assous and
                  Jo{\"{e}}l Chaskalovic},
  title        = {Data mining techniques for scientific computing: Application to asymptotic
                  paraxial approximations to model ultrarelativistic particles},
  journal      = {J. Comput. Phys.},
  volume       = {230},
  number       = {12},
  pages        = {4811--4827},
  year         = {2011}
}
@article{DBLP:journals/mcs/SpitaleriP11,
  author       = {Rosa Maria Spitaleri and
                  Francesca Pistella},
  title        = {8th Meeting on Applied Scientific Computing and Tools Grid Generation,
                  Approximation and Visualization},
  journal      = {Math. Comput. Simul.},
  volume       = {82},
  number       = {1},
  pages        = {103},
  year         = {2011}
}
@article{DBLP:journals/mics/SiegelZ11a,
  author       = {Stephen F. Siegel and
                  Timothy K. Zirkel},
  title        = {{FEVS:} {A} Functional Equivalence Verification Suite for High-Performance
                  Scientific Computing},
  journal      = {Math. Comput. Sci.},
  volume       = {5},
  number       = {4},
  pages        = {427--435},
  year         = {2011}
}
@article{DBLP:journals/pc/OlikerNB11,
  author       = {Leonid Oliker and
                  Rajesh Nishtala and
                  Rupak Biswas},
  title        = {Emerging programming paradigms for large-scale scientific computing},
  journal      = {Parallel Comput.},
  volume       = {37},
  number       = {9},
  pages        = {499--500},
  year         = {2011}
}
@article{DBLP:journals/snam/AlhajjM11,
  author       = {Reda Alhajj and
                  Nasrullah Memon},
  title        = {Introduction to the second issue of \emph{Social Network Analysis
                  and Mining} journal: scientific computing for social network analysis
                  and dynamicity},
  journal      = {Soc. Netw. Anal. Min.},
  volume       = {1},
  number       = {2},
  pages        = {73--74},
  year         = {2011}
}
@article{DBLP:journals/tpds/IosupOYPFE11,
  author       = {Alexandru Iosup and
                  Simon Ostermann and
                  Nezih Yigitbasi and
                  Radu Prodan and
                  Thomas Fahringer and
                  Dick H. J. Epema},
  title        = {Performance Analysis of Cloud Computing Services for Many-Tasks Scientific
                  Computing},
  journal      = {{IEEE} Trans. Parallel Distributed Syst.},
  volume       = {22},
  number       = {6},
  pages        = {931--945},
  year         = {2011}
}
@inproceedings{DBLP:conf/3pgcic/AngabiniYMH11,
  author       = {Alireza Angabini and
                  Nasser Yazdani and
                  Thomas Mundt and
                  Fatemeh Hassani},
  title        = {Suitability of Cloud Computing for Scientific Data Analyzing Applications;
                  An Empirical Study},
  booktitle    = {3PGCIC},
  pages        = {193--199},
  publisher    = {{IEEE} Computer Society},
  year         = {2011}
}
@inproceedings{DBLP:conf/IEEEcloud/LinL11,
  author       = {Cui Lin and
                  Shiyong Lu},
  title        = {Scheduling Scientific Workflows Elastically for Cloud Computing},
  booktitle    = {{IEEE} {CLOUD}},
  pages        = {746--747},
  publisher    = {{IEEE} Computer Society},
  year         = {2011}
}
@inproceedings{DBLP:conf/IEEEpact/DasikaSMM11,
  author       = {Ganesh S. Dasika and
                  Ankit Sethia and
                  Trevor N. Mudge and
                  Scott A. Mahlke},
  title        = {{PEPSC:} {A} Power-Efficient Processor for Scientific Computing},
  booktitle    = {{PACT}},
  pages        = {101--110},
  publisher    = {{IEEE} Computer Society},
  year         = {2011}
}
@inproceedings{DBLP:conf/adntiic/RodriguezMZ11,
  author       = {Juan Manuel Rodriguez and
                  Cristian Mateos and
                  Alejandro Zunino},
  title        = {Are Smartphones Really Useful for Scientific Computing?},
  booktitle    = {{ADNTIIC}},
  series       = {Lecture Notes in Computer Science},
  volume       = {7547},
  pages        = {38--47},
  publisher    = {Springer},
  year         = {2011}
}
@inproceedings{DBLP:conf/ccis/YuTMYY11,
  author       = {Bing Yu and
                  Jing Tian and
                  Shilong Ma and
                  Shengwei Yi and
                  Dan Yu},
  title        = {Gird or cloud? Survey on scientific computing infrastructure},
  booktitle    = {{CCIS}},
  pages        = {244--249},
  publisher    = {{IEEE}},
  year         = {2011}
}
@inproceedings{DBLP:conf/cf/WangHNE11,
  author       = {Lingyuan Wang and
                  Miaoqing Huang and
                  Vikram K. Narayana and
                  Tarek A. El{-}Ghazawi},
  title        = {Scaling scientific applications on clusters of hybrid multicore/GPU
                  nodes},
  booktitle    = {Conf. Computing Frontiers},
  pages        = {6},
  publisher    = {{ACM}},
  year         = {2011}
}
@inproceedings{DBLP:conf/cloudcom/CalatravaMH11,
  author       = {Amanda Calatrava and
                  Germ{\'{a}}n Molt{\'{o}} and
                  Vicente Hern{\'{a}}ndez},
  title        = {Combining Grid and Cloud Resources for Hybrid Scientific Computing
                  Executions},
  booktitle    = {CloudCom},
  pages        = {494--501},
  publisher    = {{IEEE} Computer Society},
  year         = {2011}
}
@inproceedings{DBLP:conf/dasc/LiuZCY11,
  author       = {Chang Liu and
                  Xuyun Zhang and
                  Jinjun Chen and
                  Chi Yang},
  title        = {An Authenticated Key Exchange Scheme for Efficient Security-Aware
                  Scheduling of Scientific Applications in Cloud Computing},
  booktitle    = {{DASC}},
  pages        = {372--379},
  publisher    = {{IEEE} Computer Society},
  year         = {2011}
}
@inproceedings{DBLP:conf/dcai/MakpaisitM11,
  author       = {Pisit Makpaisit and
                  Worawan Marurngsith},
  title        = {Griffon - {GPU} Programming APIs for Scientific and General Purpose
                  Computing},
  booktitle    = {{DCAI}},
  series       = {Advances in Intelligent and Soft Computing},
  volume       = {91},
  pages        = {175--182},
  publisher    = {Springer},
  year         = {2011}
}
@inproceedings{DBLP:conf/eScience/LiHNBB11,
  author       = {Yang Li and
                  Matteo Harutunian and
                  Nitesh Narayan and
                  Bernd Bruegge and
                  Gerrit Buse},
  title        = {Requirements Engineering for Scientific Computing: {A} Model-Based
                  Approach},
  booktitle    = {e-Science Workshops},
  pages        = {128--134},
  publisher    = {{IEEE} Computer Society},
  year         = {2011}
}
@inproceedings{DBLP:conf/hpcc/DelgadoEAS11,
  author       = {Javier Delgado and
                  Anas Salah Eddin and
                  Malek Adjouadi and
                  Seyed Masoud Sadjadi},
  title        = {Paravirtualization for Scientific Computing: Performance Analysis
                  and Prediction},
  booktitle    = {{HPCC}},
  pages        = {536--543},
  publisher    = {{IEEE}},
  year         = {2011}
}
@inproceedings{DBLP:conf/hpcc/DoerksenST11,
  author       = {Matthew Doerksen and
                  Steven Solomon and
                  Parimala Thulasiraman},
  title        = {Designing {APU} Oriented Scientific Computing Applications in OpenCL},
  booktitle    = {{HPCC}},
  pages        = {587--592},
  publisher    = {{IEEE}},
  year         = {2011}
}
@inproceedings{DBLP:conf/ics/ShantharamSR11,
  author       = {Manu Shantharam and
                  Sowmyalatha Srinivasmurthy and
                  Padma Raghavan},
  title        = {Characterizing the impact of soft errors on iterative methods in scientific
                  computing},
  booktitle    = {{ICS}},
  pages        = {152--161},
  publisher    = {{ACM}},
  year         = {2011}
}
@inproceedings{DBLP:conf/icse/LiNHK11,
  author       = {Yang Li and
                  Nitesh Narayan and
                  Jonas Helming and
                  Maximilian Koegel},
  title        = {A domain specific requirements model for scientific computing},
  booktitle    = {{ICSE}},
  pages        = {848--851},
  publisher    = {{ACM}},
  year         = {2011}
}
@inproceedings{DBLP:conf/ipps/Amer11,
  author       = {Muhammad Ali Amer},
  title        = {Policy Based Data Placement in High Performance Scientific Computing},
  booktitle    = {{IPDPS} Workshops},
  pages        = {2085--2088},
  publisher    = {{IEEE}},
  year         = {2011}
}
@inproceedings{DBLP:conf/ipps/GarciaBHWNSHJNS11,
  author       = {Ariel Garc{\'{\i}}a and
                  Serguei Bourov and
                  Ahmad Hammad and
                  Jos van Wezel and
                  Bernhard Neumair and
                  Achim Streit and
                  Volker Hartmann and
                  Thomas Jejkal and
                  Patrick Neuberger and
                  Rainer Stotzka},
  title        = {The Large Scale Data Facility: Data Intensive Computing for Scientific
                  Experiments},
  booktitle    = {{IPDPS} Workshops},
  pages        = {1467--1474},
  publisher    = {{IEEE}},
  year         = {2011}
}
@inproceedings{DBLP:conf/ipps/Okorafor11,
  author       = {Ekpe Okorafor},
  title        = {A Fault-Tolerant High Performance Cloud Strategy for Scientific Computing},
  booktitle    = {{IPDPS} Workshops},
  pages        = {1525--1532},
  publisher    = {{IEEE}},
  year         = {2011}
}
@inproceedings{DBLP:conf/models/PalyartLOB11,
  author       = {Marc Palyart and
                  David Lugato and
                  Ileana Ober and
                  Jean{-}Michel Bruel},
  title        = {Improving Scalability and Maintenance of Software for High-Performance
                  Scientific Computing by Combining {MDE} and Frameworks},
  booktitle    = {MoDELS},
  series       = {Lecture Notes in Computer Science},
  volume       = {6981},
  pages        = {213--227},
  publisher    = {Springer},
  year         = {2011}
}
@inproceedings{DBLP:conf/parco/JakovitsSV11,
  author       = {Pelle Jakovits and
                  Satish Narayana Srirama and
                  Eero Vainikko},
  title        = {MapReduce for Scientific Computing - Viability for non-embarrassingly
                  parallel algorithms},
  booktitle    = {{PARCO}},
  series       = {Advances in Parallel Computing},
  volume       = {22},
  pages        = {117--124},
  publisher    = {{IOS} Press},
  year         = {2011}
}
@inproceedings{DBLP:conf/ppam/Wasniewski11,
  author       = {Jerzy Wasniewski},
  title        = {A Look Back: 57 Years of Scientific Computing},
  booktitle    = {{PPAM} {(1)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {7203},
  pages        = {1--9},
  publisher    = {Springer},
  year         = {2011}
}
@inproceedings{DBLP:conf/pvm/GivelbergSKB11,
  author       = {Edward Givelberg and
                  Alexander S. Szalay and
                  Kalin Kanov and
                  Randal C. Burns},
  title        = {MPI-DB, {A} Parallel Database Services Software Library for Scientific
                  Computing},
  booktitle    = {EuroMPI},
  series       = {Lecture Notes in Computer Science},
  volume       = {6960},
  pages        = {339--341},
  publisher    = {Springer},
  year         = {2011}
}
@inproceedings{DBLP:conf/sc/HeKPHSS11,
  author       = {Jun He and
                  Jim Kowalkowski and
                  Marc F. Paterno and
                  Donald J. Holmgren and
                  James N. Simone and
                  Xian{-}He Sun},
  title        = {Layout-aware scientific computing: a case study using {MILC}},
  booktitle    = {ScalA@SC},
  pages        = {21--24},
  publisher    = {{ACM}},
  year         = {2011}
}
@inproceedings{DBLP:conf/sdl/NassietLPL11,
  author       = {Didier Nassiet and
                  Yohan Livet and
                  Marc Palyart and
                  David Lugato},
  title        = {Paprika: Rapid {UI} Development of Scientific Dataset Editors for
                  High Performance Computing},
  booktitle    = {{SDL} Forum},
  series       = {Lecture Notes in Computer Science},
  volume       = {7083},
  pages        = {69--78},
  publisher    = {Springer},
  year         = {2011}
}
@inproceedings{DBLP:conf/si3d/LiuBBC11,
  author       = {Hanyu Liu and
                  Andrew Bragdon and
                  Attila Bergou and
                  Jian Chen},
  title        = {Programming by sketch for scientific computing},
  booktitle    = {{SI3D}},
  pages        = {211},
  publisher    = {{ACM}},
  year         = {2011}
}
@inproceedings{DBLP:conf/ssdbm/NapsMD11,
  author       = {Joseph L. Naps and
                  Mohamed F. Mokbel and
                  David Hung{-}Chang Du},
  title        = {Pantheon: Exascale File System Search for Scientific Computing},
  booktitle    = {{SSDBM}},
  series       = {Lecture Notes in Computer Science},
  volume       = {6809},
  pages        = {461--469},
  publisher    = {Springer},
  year         = {2011}
}
@inproceedings{DBLP:conf/tapp/GadelhaMWF11,
  author       = {Luiz M. R. Gadelha Jr. and
                  Marta Mattoso and
                  Michael Wilde and
                  Ian T. Foster},
  title        = {Provenance Query Patterns for Many-Task Scientific Computing},
  booktitle    = {TaPP},
  publisher    = {{USENIX} Association},
  year         = {2011}
}
@inproceedings{DBLP:conf/tg/0001ABHJS11,
  author       = {Frank L{\"{o}}ffler and
                  Gabrielle Allen and
                  Werner Benger and
                  Andrei Hutanu and
                  Shantenu Jha and
                  Erik Schnetter},
  title        = {Using the TeraGrid to teach scientific computing},
  booktitle    = {{TG}},
  pages        = {55:1--55:7},
  publisher    = {{ACM}},
  year         = {2011}
}
@inproceedings{DBLP:conf/ucc/SaripalliOWR11,
  author       = {Prasad Saripalli and
                  Curtis M. Oldenburg and
                  Ben Walters and
                  N. Radheshyam},
  title        = {Implementation and Usability Evaluation of a Cloud Platform for Scientific
                  Computing as a Service (SCaaS)},
  booktitle    = {{UCC}},
  pages        = {345--354},
  publisher    = {{IEEE} Computer Society},
  year         = {2011}
}
@inproceedings{DBLP:conf/www/YoonKKH11,
  author       = {Seok{-}Ho Yoon and
                  Sang{-}Wook Kim and
                  Ji{-}Soo Kim and
                  Won{-}Seok Hwang},
  title        = {On computing text-based similarity in scientific literature},
  booktitle    = {{WWW} (Companion Volume)},
  pages        = {169--170},
  publisher    = {{ACM}},
  year         = {2011}
}
@inproceedings{DBLP:journals/procedia/AllenBHJLS11,
  author       = {Gabrielle Allen and
                  Werner Benger and
                  Andrei Hutanu and
                  Shantenu Jha and
                  Frank L{\"{o}}ffler and
                  Erik Schnetter},
  title        = {A practical and comprehensive graduate course preparing students for
                  research involving scientific computing},
  booktitle    = {{ICCS}},
  series       = {Procedia Computer Science},
  volume       = {4},
  pages        = {1927--1936},
  publisher    = {Elsevier},
  year         = {2011}
}
@incollection{DBLP:books/daglib/p/KindlerGA11,
  author       = {Markus Kindler and
                  Peter Gerlinger and
                  Manfred Aigner},
  title        = {Delayed Detached Eddy Simulations of Compressible Turbulent Mixing
                  Layer and Detailed Performance Analysis of Scientific In-House Code
                  {TASCOM3D}},
  booktitle    = {High Performance Computing in Science and Engineering},
  pages        = {259--272},
  publisher    = {Springer},
  year         = {2011}
}
@proceedings{DBLP:conf/casc/2011,
  editor       = {Vladimir P. Gerdt and
                  Wolfram Koepf and
                  Ernst W. Mayr and
                  Evgenii V. Vorozhtsov},
  title        = {Computer Algebra in Scientific Computing - 13th International Workshop,
                  {CASC} 2011, Kassel, Germany, September 5-9, 2011. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6885},
  publisher    = {Springer},
  year         = {2011}
}
@proceedings{DBLP:conf/synasc/2011,
  editor       = {Dongming Wang and
                  Viorel Negru and
                  Tetsuo Ida and
                  Tudor Jebelean and
                  Dana Petcu and
                  Stephen M. Watt and
                  Daniela Zaharie},
  title        = {13th International Symposium on Symbolic and Numeric Algorithms for
                  Scientific Computing, {SYNASC} 2011, Timisoara, Romania, September
                  26-29, 2011},
  publisher    = {{IEEE} Computer Society},
  year         = {2011}
}
@incollection{DBLP:reference/parallel/Smith11a,
  author       = {Barry Smith},
  title        = {PETSc (Portable, Extensible Toolkit for Scientific Computation)},
  booktitle    = {Encyclopedia of Parallel Computing},
  pages        = {1530--1539},
  publisher    = {Springer},
  year         = {2011}
}
@article{DBLP:journals/corr/abs-1109-3074,
  author       = {Alexey L. Lastovetsky and
                  Ravi Reddy and
                  Vladimir Rychkov and
                  David Clarke},
  title        = {Design and implementation of self-adaptable parallel algorithms for
                  scientific computing on highly heterogeneous {HPC} platforms},
  journal      = {CoRR},
  volume       = {abs/1109.3074},
  year         = {2011}
}
@article{DBLP:journals/corr/abs-1110-0543,
  author       = {Kevin Jorissen and
                  Fernando D. Vila and
                  John J. Rehr},
  title        = {A high performance scientific cloud computing environment for materials
                  simulations},
  journal      = {CoRR},
  volume       = {abs/1110.0543},
  year         = {2011}
}
@book{DBLP:books/ws/Gomez-Rodriguez10,
  author       = {Carlos G{\'{o}}mez{-}Rodr{\'{\i}}guez},
  title        = {Parsing Schemata for Practical Text Analysis},
  series       = {Mathematics, Computing, Language, and Life: Frontiers in Mathematical
                  Linguistics and Language Theory},
  volume       = {1},
  publisher    = {World Scientific},
  year         = {2010}
}
@phdthesis{DBLP:phd/de/Bader10,
  author       = {Michael Bader},
  title        = {Space-Filling Curves for Efficient Algorithms in Scientific Computing},
  school       = {Technical University of Munich, Germany},
  year         = {2010}
}
@article{DBLP:journals/caee/KnollM10,
  author       = {Peter Knoll and
                  Siroos Mirzaei},
  title        = {Scientific computing with Java},
  journal      = {Comput. Appl. Eng. Educ.},
  volume       = {18},
  number       = {3},
  pages        = {495--501},
  year         = {2010}
}
@article{DBLP:journals/concurrency/MucciM10,
  author       = {Philip J. Mucci and
                  Tushar Mohan},
  title        = {An Open Source performance tools software suite for scientific computing},
  journal      = {Concurr. Comput. Pract. Exp.},
  volume       = {22},
  number       = {2},
  pages        = {206--216},
  year         = {2010}
}
@article{DBLP:journals/cphysics/Daniluk10,
  author       = {Andrzej Daniluk},
  title        = {Model-Driven Development for scientific computing. Computations of
                  {RHEED} intensities for a disordered surface. Part {I}},
  journal      = {Comput. Phys. Commun.},
  volume       = {181},
  number       = {3},
  pages        = {707--708},
  year         = {2010}
}
@article{DBLP:journals/cphysics/Daniluk10a,
  author       = {Andrzej Daniluk},
  title        = {Model-Driven Development for scientific computing. Computations of
                  {RHEED} intensities for a disordered surface. Part {II}},
  journal      = {Comput. Phys. Commun.},
  volume       = {181},
  number       = {3},
  pages        = {709--710},
  year         = {2010}
}
@article{DBLP:journals/cse/RehrVGSP10,
  author       = {John J. Rehr and
                  Fernando D. Vila and
                  Jeffrey P. Gardner and
                  Lucas Svec and
                  Micah Prange},
  title        = {Scientific Computing in the Cloud},
  journal      = {Comput. Sci. Eng.},
  volume       = {12},
  number       = {3},
  pages        = {34--43},
  year         = {2010}
}
@article{DBLP:journals/fcsc/MoZCLXAPZ10,
  author       = {Zeyao Mo and
                  Aiqing Zhang and
                  Xiaolin Cao and
                  Qingkai Liu and
                  Xiaowen Xu and
                  Hengbin An and
                  Wenbing Pei and
                  Shaoping Zhu},
  title        = {{JASMIN:} a parallel software infrastructure for scientific computing},
  journal      = {Frontiers Comput. Sci. China},
  volume       = {4},
  number       = {4},
  pages        = {480--488},
  year         = {2010}
}
@article{DBLP:journals/ijcns/XuDZLY10,
  author       = {Weixia Xu and
                  Qiang Dou and
                  Ying Zhang and
                  Gen Li and
                  Xuejun Yang},
  title        = {Exploiting Loop-Carried Stream Reuse for Scientific Computing Applications
                  on the Stream Processor},
  journal      = {Int. J. Commun. Netw. Syst. Sci.},
  volume       = {3},
  number       = {1},
  pages        = {32--37},
  year         = {2010}
}
@article{DBLP:journals/jocs/GlavelisPS10,
  author       = {Themistoklis Glavelis and
                  Nikolaos Ploskas and
                  Nikolaos Samaras},
  title        = {A computational evaluation of some free mathematical software for
                  scientific computing},
  journal      = {J. Comput. Sci.},
  volume       = {1},
  number       = {3},
  pages        = {150--158},
  year         = {2010}
}
@article{DBLP:journals/mcs/PistellaS10,
  author       = {Francesca Pistella and
                  Rosa Maria Spitaleri},
  title        = {Applied Scientific Computing {VII.} Forward Numerical Grid Generation,
                  Approximation and Simulation},
  journal      = {Math. Comput. Simul.},
  volume       = {81},
  number       = {3},
  pages        = {589},
  year         = {2010}
}
@article{DBLP:journals/sigsoft/Tribbey10a,
  author       = {Will Tribbey},
  title        = {Numerical Recipes: The Art of Scientific Computing (3rd Edition) is
                  written by William H. Press, Saul A. Teukolsky, William T. Vetterling,
                  and Brian P. Flannery, and published by Cambridge University Press,
                  (c) 2007, hardback, {ISBN} 978-0-521-88068-8, 1235 pp},
  journal      = {{ACM} {SIGSOFT} Softw. Eng. Notes},
  volume       = {35},
  number       = {6},
  pages        = {30--31},
  year         = {2010}
}
@article{DBLP:journals/tcad/KinsmanN10,
  author       = {Adam B. Kinsman and
                  Nicola Nicolici},
  title        = {Bit-Width Allocation for Hardware Accelerators for Scientific Computing
                  Using SAT-Modulo Theory},
  journal      = {{IEEE} Trans. Comput. Aided Des. Integr. Circuits Syst.},
  volume       = {29},
  number       = {3},
  pages        = {405--413},
  year         = {2010}
}
@article{DBLP:journals/toms/WendykierN10,
  author       = {Piotr Wendykier and
                  James G. Nagy},
  title        = {Parallel Colt: {A} High-Performance Java Library for Scientific Computing
                  and Image Processing},
  journal      = {{ACM} Trans. Math. Softw.},
  volume       = {37},
  number       = {3},
  pages        = {31:1--31:22},
  year         = {2010}
}
@inproceedings{DBLP:conf/IEEEcloud/OliveiraOBM10,
  author       = {Daniel de Oliveira and
                  Eduardo S. Ogasawara and
                  Fernanda Ara{\'{u}}jo Bai{\~{a}}o and
                  Marta Mattoso},
  title        = {SciCumulus: {A} Lightweight Cloud Middleware to Explore Many Task
                  Computing Paradigm in Scientific Workflows},
  booktitle    = {{IEEE} {CLOUD}},
  pages        = {378--385},
  publisher    = {{IEEE} Computer Society},
  year         = {2010}
}
@inproceedings{DBLP:conf/bibm/NazarenoLC10,
  author       = {Franco Nazareno and
                  Kyung{-}Hee Lee and
                  Wan{-}Sup Cho},
  title        = {Mining molecular interactions from scientific literature using cloud
                  computing},
  booktitle    = {{BIBM} Workshops},
  pages        = {864--865},
  publisher    = {{IEEE}},
  year         = {2010}
}
@inproceedings{DBLP:conf/ccgrid/MulerikkalS10,
  author       = {Jaison Paul Mulerikkal and
                  Peter Strazdins},
  title        = {Service Oriented Approach to High Performance Scientific Computing},
  booktitle    = {{CCGRID}},
  pages        = {820--825},
  publisher    = {{IEEE} Computer Society},
  year         = {2010}
}
@inproceedings{DBLP:conf/ccgrid/SriramaBV10,
  author       = {Satish Narayana Srirama and
                  Oleg Batrashev and
                  Eero Vainikko},
  title        = {SciCloud: Scientific Computing on the Cloud},
  booktitle    = {{CCGRID}},
  pages        = {579--580},
  publisher    = {{IEEE} Computer Society},
  year         = {2010}
}
@inproceedings{DBLP:conf/cf/BosinDB10,
  author       = {Andrea Bosin and
                  Nicoletta Dess{\`{\i}} and
                  Madusudhanan Bairappan},
  title        = {A service-based approach for the execution of scientific workflows
                  in grids},
  booktitle    = {Conf. Computing Frontiers},
  pages        = {107--108},
  publisher    = {{ACM}},
  year         = {2010}
}
@inproceedings{DBLP:conf/cisis/XhafaPB10,
  author       = {Fatos Xhafa and
                  Sabri Pllana and
                  Leonard Barolli},
  title        = {Grid and {P2P} Middleware for Scientific Computing Systems},
  booktitle    = {{CISIS}},
  pages        = {409--414},
  publisher    = {{IEEE} Computer Society},
  year         = {2010}
}
@inproceedings{DBLP:conf/cse/OguraM10,
  author       = {Denis R. Ogura and
                  Edson T. Midorikawa},
  title        = {Characterization of Scientific and Transactional Applications under
                  Multi-core Architectures on Cloud Computing Environment},
  booktitle    = {{CSE}},
  pages        = {314--320},
  publisher    = {{IEEE} Computer Society},
  year         = {2010}
}
@inproceedings{DBLP:conf/dac/KinsmanN10,
  author       = {Adam B. Kinsman and
                  Nicola Nicolici},
  title        = {Robust design methods for hardware accelerators for iterative algorithms
                  in scientific computing},
  booktitle    = {{DAC}},
  pages        = {254--257},
  publisher    = {{ACM}},
  year         = {2010}
}
@inproceedings{DBLP:conf/eScience/AltinayBGW10,
  author       = {Cihan Altinay and
                  Markus Binsteiner and
                  Lutz Gross and
                  Dion Weatherley},
  title        = {High-Performance Scientific Computing for the Masses: Developing Secure
                  Grid Portals for Scientific Workflows},
  booktitle    = {eScience},
  pages        = {254--260},
  publisher    = {{IEEE} Computer Society},
  year         = {2010}
}
@inproceedings{DBLP:conf/ersa/GeorgeLLPS10,
  author       = {Alan D. George and
                  Herman Lam and
                  Abhijeet Lawande and
                  Carlo Pascoe and
                  Greg Stitt},
  title        = {Novo-G: {A} View at the {HPC} Crossroads for Scientific Computing},
  booktitle    = {{ERSA}},
  pages        = {21--30},
  publisher    = {{CSREA} Press},
  year         = {2010}
}
@inproceedings{DBLP:conf/gca/Okorafor10,
  author       = {Ekpe Okorafor},
  title        = {High Performance Cloud Computing: An Emerging Strategy for Scientific
                  Computing},
  booktitle    = {{GCA}},
  pages        = {58--63},
  publisher    = {{CSREA} Press},
  year         = {2010}
}
@inproceedings{DBLP:conf/gpc/BelgacemAN10,
  author       = {Mohamed Ben Belgacem and
                  Nabil Abdennadher and
                  Marko Niinim{\"{a}}ki},
  title        = {\emph{Virtual {EZ} Grid}: {A} Volunteer Computing Infrastructure for
                  Scientific Medical Applications},
  booktitle    = {{GPC}},
  series       = {Lecture Notes in Computer Science},
  volume       = {6104},
  pages        = {385--394},
  publisher    = {Springer},
  year         = {2010}
}
@inproceedings{DBLP:conf/greencom/SubramaniamF10,
  author       = {Balaji Subramaniam and
                  Wu{-}chun Feng},
  title        = {Statistical Power and Performance Modeling for Optimizing the Energy
                  Efficiency of Scientific Computing},
  booktitle    = {GreenCom/CPSCom},
  pages        = {139--146},
  publisher    = {{IEEE} Computer Society},
  year         = {2010}
}
@inproceedings{DBLP:conf/hipc/MulerikkalS10,
  author       = {Jaison Paul Mulerikkal and
                  Peter Strazdins},
  title        = {An {SOA} approach to high performance scientific computing: Early
                  experiences},
  booktitle    = {HiPC},
  pages        = {1--10},
  publisher    = {{IEEE} Computer Society},
  year         = {2010}
}
@inproceedings{DBLP:conf/hpdc/BuiBFT10,
  author       = {Hoang Bui and
                  Peter Bui and
                  Patrick J. Flynn and
                  Douglas Thain},
  title        = {{ROARS:} a scalable repository for data intensive scientific computing},
  booktitle    = {{HPDC}},
  pages        = {766--775},
  publisher    = {{ACM}},
  year         = {2010}
}
@inproceedings{DBLP:conf/hpdc/BuiYT10,
  author       = {Peter Bui and
                  Li Yu and
                  Douglas Thain},
  title        = {Weaver: integrating distributed computing abstractions into scientific
                  workflows using Python},
  booktitle    = {{HPDC}},
  pages        = {636--643},
  publisher    = {{ACM}},
  year         = {2010}
}
@inproceedings{DBLP:conf/hpdc/Lee10,
  author       = {Craig A. Lee},
  title        = {A perspective on scientific cloud computing},
  booktitle    = {{HPDC}},
  pages        = {451--459},
  publisher    = {{ACM}},
  year         = {2010}
}
@inproceedings{DBLP:conf/ic/KangCMLW10,
  author       = {Eun{-}Young Elaine Kang and
                  Kanokwan Chansamorn and
                  Milan Mijic and
                  Tony Longson and
                  Jongwook Woo},
  title        = {Project and Asset Management System for Multi-Disciplinary Scientific
                  Visualization Projects},
  booktitle    = {International Conference on Internet Computing},
  pages        = {139--145},
  publisher    = {{CSREA} Press},
  year         = {2010}
}
@inproceedings{DBLP:conf/iitsi/WangDDZL10,
  author       = {Feng Wang and
                  Hui Deng and
                  Wei Dai and
                  Sheng Zheng and
                  Bo Liang},
  title        = {The Security Issues of Scientific-Workflow Technique in Network Grid
                  Computing},
  booktitle    = {{IITSI}},
  pages        = {285--288},
  publisher    = {{IEEE} Computer Society},
  year         = {2010}
}
@inproceedings{DBLP:conf/interaction/HuangS10,
  author       = {Zhenchun Huang and
                  Shifeng Shang},
  title        = {Design and implementation of {SCO-GADL} - {A} scientific computing
                  oriented grid workflow},
  booktitle    = {{ICIS}},
  pages        = {246--250},
  publisher    = {{IEEE}},
  year         = {2010}
}
@inproceedings{DBLP:conf/iri/GosneyOWA10,
  author       = {Arzu Gosney and
                  Christopher S. Oehmen and
                  Adam Wynne and
                  Justin Almquist},
  title        = {An adaptive middleware framework for Scientific Computing at extreme
                  scales},
  booktitle    = {{IRI}},
  pages        = {232--238},
  publisher    = {{IEEE} Systems, Man, and Cybernetics Society},
  year         = {2010}
}
@inproceedings{DBLP:conf/iucs/ZhangXZQXJY10,
  author       = {Yunliang Zhang and
                  Shuo Xu and
                  Lijun Zhu and
                  Xiaodong Qiao and
                  Chunxiang Xue and
                  Shujuan Jiao and
                  Yingying Yan},
  title        = {Chinese Scientific {\&} Technical Vocabulary System for domain
                  content computing},
  booktitle    = {{IUCS}},
  pages        = {281--285},
  publisher    = {{IEEE}},
  year         = {2010}
}
@inproceedings{DBLP:conf/oopsla/DavisS10,
  author       = {Kei Davis and
                  J{\"{o}}rg Striegnitz},
  title        = {9th workshop on parallel/high-performance object-oriented scientific
                  computing},
  booktitle    = {{SPLASH/OOPSLA} Companion},
  pages        = {267--268},
  publisher    = {{ACM}},
  year         = {2010}
}
@inproceedings{DBLP:conf/sc/DiasO0PM10,
  author       = {Jonas Dias and
                  Eduardo S. Ogasawara and
                  Daniel de Oliveira and
                  Esther Pacitti and
                  Marta Mattoso},
  title        = {Improving Many-Task computing in scientific workflows using {P2P}
                  techniques},
  booktitle    = {MTAGS@SC},
  pages        = {1--10},
  publisher    = {{IEEE} Computer Society},
  year         = {2010}
}
@inproceedings{DBLP:conf/skg/HuangS10,
  author       = {Zhenchun Huang and
                  Shifeng Shang},
  title        = {Data Dependency Based Application Description Model in Grid and Its
                  Usage in Scientific Computing},
  booktitle    = {{SKG}},
  pages        = {420--421},
  publisher    = {{IEEE} Computer Society},
  year         = {2010}
}
@inproceedings{DBLP:conf/vecpar/OgasawaraDORPABVM10,
  author       = {Eduardo S. Ogasawara and
                  Jonas Dias and
                  Daniel de Oliveira and
                  Carla Rodrigues and
                  Carlos Pivotto and
                  Rafael Antas and
                  Vanessa Braganholo and
                  Patrick Valduriez and
                  Marta Mattoso},
  title        = {A {P2P} Approach to Many Tasks Computing for Scientific Workflows},
  booktitle    = {{VECPAR}},
  series       = {Lecture Notes in Computer Science},
  volume       = {6449},
  pages        = {327--339},
  publisher    = {Springer},
  year         = {2010}
}
@inproceedings{DBLP:conf/www/NovAA10,
  author       = {Oded Nov and
                  David Anderson and
                  Ofer Arazy},
  title        = {Volunteer computing: a model of the factors determining contribution
                  to community-based scientific research},
  booktitle    = {{WWW}},
  pages        = {741--750},
  publisher    = {{ACM}},
  year         = {2010}
}
@incollection{DBLP:books/daglib/p/ChapmanJYHYN10,
  author       = {David Chapman and
                  Karuna P. Joshi and
                  Yelena Yesha and
                  Milton Halem and
                  Yaacov Yesha and
                  Phuong Nguyen},
  title        = {Scientific Services on the Cloud},
  booktitle    = {Handbook of Cloud Computing},
  pages        = {379--405},
  publisher    = {Springer},
  year         = {2010}
}
@incollection{DBLP:books/daglib/p/Chine10,
  author       = {Karim Chine},
  title        = {Open Science in the Cloud: Towards a Universal Platform for Scientific
                  and Statistical Computing},
  booktitle    = {Handbook of Cloud Computing},
  pages        = {453--474},
  publisher    = {Springer},
  year         = {2010}
}
@incollection{DBLP:books/daglib/p/LangtangenS10,
  author       = {Hans Petter Langtangen and
                  Joakim Sundnes},
  title        = {Scientific Computing - Why, What, How and What's Next},
  booktitle    = {Simula Research Laboratory},
  pages        = {237--248},
  publisher    = {Springer},
  year         = {2010}
}
@incollection{DBLP:books/daglib/p/MontellaGL10,
  author       = {Raffaele Montella and
                  Giulio Giunta and
                  Giuliano Laccetti},
  title        = {Multidimensional Environmental Data Resource Brokering on Computational
                  Grids and Scientific Clouds},
  booktitle    = {Handbook of Cloud Computing},
  pages        = {475--492},
  publisher    = {Springer},
  year         = {2010}
}
@incollection{DBLP:books/daglib/p/PallickaraPP10,
  author       = {Sangmi Lee Pallickara and
                  Shrideep Pallickara and
                  Marlon E. Pierce},
  title        = {Scientific Data Management in the Cloud: {A} Survey of Technologies,
                  Approaches and Challenges},
  booktitle    = {Handbook of Cloud Computing},
  pages        = {517--533},
  publisher    = {Springer},
  year         = {2010}
}
@incollection{DBLP:books/daglib/p/SimalangoO10,
  author       = {Mikael Fernandus Simalango and
                  Sangyoon Oh},
  title        = {Feasibility Study and Experience on Using Cloud Infrastructure and
                  Platform for Scientific Computing},
  booktitle    = {Handbook of Cloud Computing},
  pages        = {535--551},
  publisher    = {Springer},
  year         = {2010}
}
@incollection{DBLP:books/tf/10/AgarwalB10,
  author       = {Virat Agarwal and
                  David A. Bader},
  title        = {Designing Fast Fourier Transform for the {IBM} Cell Broadband Engine},
  booktitle    = {Scientific Computing with Multicore and Accelerators},
  series       = {Chapman and Hall / {CRC} computational science series},
  pages        = {151--170},
  publisher    = {{CRC} Press / Taylor {\&} Francis},
  year         = {2010}
}
@incollection{DBLP:books/tf/10/AlvaroKD10,
  author       = {Wesley Alvaro and
                  Jakub Kurzak and
                  Jack J. Dongarra},
  title        = {Implementing Matrix Multiplication on the Cell B. {E}},
  booktitle    = {Scientific Computing with Multicore and Accelerators},
  series       = {Chapman and Hall / {CRC} computational science series},
  pages        = {3--20},
  publisher    = {{CRC} Press / Taylor {\&} Francis},
  year         = {2010}
}
@incollection{DBLP:books/tf/10/BaderAMP10,
  author       = {David A. Bader and
                  Virat Agarwal and
                  Kamesh Madduri and
                  Fabrizio Petrini},
  title        = {Combinatorial Algorithm Design on the Cell/B.E. Processor},
  booktitle    = {Scientific Computing with Multicore and Accelerators},
  series       = {Chapman and Hall / {CRC} computational science series},
  pages        = {195--216},
  publisher    = {{CRC} Press / Taylor {\&} Francis},
  year         = {2010}
}
@incollection{DBLP:books/tf/10/Catalyurek0HTO10,
  author       = {{\"{U}}mit V. {\c{C}}ataly{\"{u}}rek and
                  Renato Ferreira and
                  Timothy D. R. Hartley and
                  George Teodoro and
                  Rafael Sachetto Oliveira},
  title        = {Data Flow Frameworks for Emerging Heterogeneous Architectures and
                  Their Application to Biomedicine},
  booktitle    = {Scientific Computing with Multicore and Accelerators},
  series       = {Chapman and Hall / {CRC} computational science series},
  pages        = {375--392},
  publisher    = {{CRC} Press / Taylor {\&} Francis},
  year         = {2010}
}
@incollection{DBLP:books/tf/10/ChowFB10,
  author       = {Alex Chung Hen Chow and
                  Gordon C. Fossum and
                  Daniel A. Brokenshire},
  title        = {Implementing FFTs on Multicore Architectures},
  booktitle    = {Scientific Computing with Multicore and Accelerators},
  series       = {Chapman and Hall / {CRC} computational science series},
  pages        = {171--192},
  publisher    = {{CRC} Press / Taylor {\&} Francis},
  year         = {2010}
}
@incollection{DBLP:books/tf/10/ChristenSNPB10,
  author       = {Matthias Christen and
                  Olaf Schenk and
                  Esra Neufeld and
                  Maarten M. Paulides and
                  Helmar Burkhart},
  title        = {Manycore Stencil Computations in Hyperthermia Applications},
  booktitle    = {Scientific Computing with Multicore and Accelerators},
  series       = {Chapman and Hall / {CRC} computational science series},
  pages        = {255--277},
  publisher    = {{CRC} Press / Taylor {\&} Francis},
  year         = {2010}
}
@incollection{DBLP:books/tf/10/DattaWVCOSY10,
  author       = {Kaushik Datta and
                  Samuel Williams and
                  Vasily Volkov and
                  Jonathan Carter and
                  Leonid Oliker and
                  John Shalf and
                  Katherine A. Yelick},
  title        = {Auto-Tuning Stencil Computations on Multicore and Accelerators},
  booktitle    = {Scientific Computing with Multicore and Accelerators},
  series       = {Chapman and Hall / {CRC} computational science series},
  pages        = {219--253},
  publisher    = {{CRC} Press / Taylor {\&} Francis},
  year         = {2010}
}
@incollection{DBLP:books/tf/10/GoddekeS10,
  author       = {Dominik G{\"{o}}ddeke and
                  Robert Strzodka},
  title        = {Mixed-Precision GPU-Multigrid Solvers with Strong Smoothers},
  booktitle    = {Scientific Computing with Multicore and Accelerators},
  series       = {Chapman and Hall / {CRC} computational science series},
  pages        = {131--147},
  publisher    = {{CRC} Press / Taylor {\&} Francis},
  year         = {2010}
}
@incollection{DBLP:books/tf/10/Gonzalez-AlvarezSCAPFJ10,
  author       = {Cecilia Gonz{\'{a}}lez{-}Alvarez and
                  Harald Servat and
                  Daniel Cabrera{-}Benitez and
                  Xavier Aguilar and
                  Carles Pons and
                  Juan Fern{\'{a}}ndez{-}Recio and
                  Daniel Jim{\'{e}}nez{-}Gonz{\'{a}}lez},
  title        = {Drug Design on the Cell {BE}},
  booktitle    = {Scientific Computing with Multicore and Accelerators},
  series       = {Chapman and Hall / {CRC} computational science series},
  pages        = {331--350},
  publisher    = {{CRC} Press / Taylor {\&} Francis},
  year         = {2010}
}
@incollection{DBLP:books/tf/10/KaleKW10,
  author       = {Laxmikant V. Kal{\'{e}} and
                  David M. Kunzman and
                  Lukasz Wesolowski},
  title        = {Accelerator Support in the Charm++ Parallel Programming Model},
  booktitle    = {Scientific Computing with Multicore and Accelerators},
  series       = {Chapman and Hall / {CRC} computational science series},
  pages        = {393--411},
  publisher    = {{CRC} Press / Taylor {\&} Francis},
  year         = {2010}
}
@incollection{DBLP:books/tf/10/KurzakD10,
  author       = {Jakub Kurzak and
                  Jack J. Dongarra},
  title        = {Implementing Matrix Factorizations on the Cell B. {E}},
  booktitle    = {Scientific Computing with Multicore and Accelerators},
  series       = {Chapman and Hall / {CRC} computational science series},
  pages        = {21--35},
  publisher    = {{CRC} Press / Taylor {\&} Francis},
  year         = {2010}
}
@incollection{DBLP:books/tf/10/NathTD10,
  author       = {Rajib Nath and
                  Stanimire Tomov and
                  Jack J. Dongarra},
  title        = {{BLAS} for GPUs},
  booktitle    = {Scientific Computing with Multicore and Accelerators},
  series       = {Chapman and Hall / {CRC} computational science series},
  pages        = {57--80},
  publisher    = {{CRC} Press / Taylor {\&} Francis},
  year         = {2010}
}
@incollection{DBLP:books/tf/10/SachdevaKT10,
  author       = {Vipin Sachdeva and
                  Michael Kistler and
                  Tzy{-}Hwa Kathy Tzeng},
  title        = {Enabling Bioinformatics Algorithms on the Cell/B.E. Processor},
  booktitle    = {Scientific Computing with Multicore and Accelerators},
  series       = {Chapman and Hall / {CRC} computational science series},
  pages        = {281--296},
  publisher    = {{CRC} Press / Taylor {\&} Francis},
  year         = {2010}
}
@incollection{DBLP:books/tf/10/SarjeZA10,
  author       = {Abhinav Sarje and
                  Jaroslaw Zola and
                  Srinivas Aluru},
  title        = {Pairwise Computations on the Cell Processor},
  booktitle    = {Scientific Computing with Multicore and Accelerators},
  series       = {Chapman and Hall / {CRC} computational science series},
  pages        = {297--327},
  publisher    = {{CRC} Press / Taylor {\&} Francis},
  year         = {2010}
}
@incollection{DBLP:books/tf/10/SenguptaHGO10,
  author       = {Shubhabrata Sengupta and
                  Mark J. Harris and
                  Michael Garland and
                  John D. Owens},
  title        = {Efficient Parallel Scan Algorithms for Manycore GPUs},
  booktitle    = {Scientific Computing with Multicore and Accelerators},
  series       = {Chapman and Hall / {CRC} computational science series},
  pages        = {413--442},
  publisher    = {{CRC} Press / Taylor {\&} Francis},
  year         = {2010}
}
@incollection{DBLP:books/tf/10/StoneHIS10,
  author       = {John E. Stone and
                  David J. Hardy and
                  Barry Isralewitz and
                  Klaus Schulten},
  title        = {{GPU} Algorithms for Molecular Modeling},
  booktitle    = {Scientific Computing with Multicore and Accelerators},
  series       = {Chapman and Hall / {CRC} computational science series},
  pages        = {351--371},
  publisher    = {{CRC} Press / Taylor {\&} Francis},
  year         = {2010}
}
@incollection{DBLP:books/tf/10/SubramoniPAP10,
  author       = {Hari Subramoni and
                  Fabrizio Petrini and
                  Virat Agarwal and
                  Davide Pasetto},
  title        = {High Performance Topology-Aware Communication in Multicore Processors},
  booktitle    = {Scientific Computing with Multicore and Accelerators},
  series       = {Chapman and Hall / {CRC} computational science series},
  pages        = {443--460},
  publisher    = {{CRC} Press / Taylor {\&} Francis},
  year         = {2010}
}
@incollection{DBLP:books/tf/10/TomovD10,
  author       = {Stanimire Tomov and
                  Jack J. Dongarra},
  title        = {Dense Linear Algebra for Hybrid GPU-Based Systems},
  booktitle    = {Scientific Computing with Multicore and Accelerators},
  series       = {Chapman and Hall / {CRC} computational science series},
  pages        = {37--55},
  publisher    = {{CRC} Press / Taylor {\&} Francis},
  year         = {2010}
}
@incollection{DBLP:books/tf/10/TurekGBW10,
  author       = {Stefan Turek and
                  Dominik G{\"{o}}ddeke and
                  Sven H. M. Buijssen and
                  Hilmar Wobker},
  title        = {Hardware-Oriented Multigrid Finite Element Solvers on GPU-Accelerated
                  Clusters},
  booktitle    = {Scientific Computing with Multicore and Accelerators},
  series       = {Chapman and Hall / {CRC} computational science series},
  pages        = {113--130},
  publisher    = {{CRC} Press / Taylor {\&} Francis},
  year         = {2010}
}
@incollection{DBLP:books/tf/10/WilliamsBCGOV10,
  author       = {Samuel Williams and
                  Nathan Bell and
                  Jee Whan Choi and
                  Michael Garland and
                  Leonid Oliker and
                  Richard Vu},
  title        = {Sparse Matrix-Vector Multiplication on Multicore and Accelerators},
  booktitle    = {Scientific Computing with Multicore and Accelerators},
  series       = {Chapman and Hall / {CRC} computational science series},
  pages        = {83--109},
  publisher    = {{CRC} Press / Taylor {\&} Francis},
  year         = {2010}
}
@incollection{DBLP:conf/dagstuhl/ZeckzerCH10,
  author       = {Dirk Zeckzer and
                  Fang Chen and
                  Hans Hagen},
  title        = {Computing an Optimal Layout for Cone Trees},
  booktitle    = {Scientific Visualization: Advanced Concepts},
  series       = {Dagstuhl Follow-Ups},
  volume       = {1},
  pages        = {11--29},
  publisher    = {Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik, Germany},
  year         = {2010}
}
@incollection{DBLP:series/ccn/ShangPEY10,
  author       = {Ling Shang and
                  Serge G. Petiton and
                  Nahid Emad and
                  Xiaolin Yang},
  title        = {{YML-PC:} {A} Reference Architecture Based on Workflow for Building
                  Scientific Private Clouds},
  booktitle    = {Cloud Computing},
  series       = {Computer Communications and Networks},
  pages        = {145--162},
  publisher    = {Springer},
  year         = {2010}
}
@incollection{DBLP:series/sfsc/LeeG10,
  author       = {Nick Lee and
                  Gordon Greenley},
  title        = {Data Mining and Scientific Knowledge: Some Cautions for Scholarly
                  Researchers},
  booktitle    = {Marketing Intelligent Systems Using Soft Computing},
  series       = {Studies in Fuzziness and Soft Computing},
  volume       = {258},
  pages        = {9--15},
  publisher    = {Springer},
  year         = {2010}
}
@book{DBLP:books/tf/10/KBD2010,
  editor       = {Jakub Kurzak and
                  David A. Bader and
                  Jack J. Dongarra},
  title        = {Scientific Computing with Multicore and Accelerators},
  series       = {Chapman and Hall / {CRC} computational science series},
  publisher    = {{CRC} Press / Taylor {\&} Francis},
  year         = {2010}
}
@book{DBLP:books/ws/MV2010,
  editor       = {Carlos Mart{\'{\i}}n{-}Vide},
  title        = {Scientific Applications of Language Methods},
  series       = {Mathematics, Computing, Language, and Life: Frontiers in Mathematical
                  Linguistics and Language Theory},
  volume       = {2},
  publisher    = {World Scientific / Imperial College Press},
  year         = {2010}
}
@proceedings{DBLP:conf/casc/2010,
  editor       = {Vladimir P. Gerdt and
                  Wolfram Koepf and
                  Ernst W. Mayr and
                  Evgenii V. Vorozhtsov},
  title        = {Computer Algebra in Scientific Computing - 12th International Workshop,
                  {CASC} 2010, Tsakhkadzor, Armenia, September 6-12, 2010. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6244},
  publisher    = {Springer},
  year         = {2010}
}
@proceedings{DBLP:conf/csc/2010,
  editor       = {Hamid R. Arabnia and
                  George A. Gravvanis and
                  Louis D'Alotto and
                  James F. Nystrom and
                  Ashu M. G. Solo and
                  William Spataro and
                  Emre Tokgoz},
  title        = {Proceedings of the 2010 International Conference on Scientific Computing,
                  {CSC} 2010, July 12-15, 2010, Las Vegas, Nevada, {USA}},
  publisher    = {{CSREA} Press},
  year         = {2010}
}
@proceedings{DBLP:conf/lssc/2009,
  editor       = {Ivan Lirkov and
                  Svetozar Margenov and
                  Jerzy Wasniewski},
  title        = {Large-Scale Scientific Computing, 7th International Conference, {LSSC}
                  2009, Sozopol, Bulgaria, June 4-8, 2009. Revised Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {5910},
  publisher    = {Springer},
  year         = {2010}
}
@proceedings{DBLP:conf/synasc/2010,
  editor       = {Tetsuo Ida and
                  Viorel Negru and
                  Tudor Jebelean and
                  Dana Petcu and
                  Stephen M. Watt and
                  Daniela Zaharie},
  title        = {12th International Symposium on Symbolic and Numeric Algorithms for
                  Scientific Computing, {SYNASC} 2010, Timisoara, Romania, 23-26 September
                  2010},
  publisher    = {{IEEE} Computer Society},
  year         = {2010}
}
@article{DBLP:journals/corr/abs-1005-4117,
  author       = {Helmut G. Katzgraber},
  title        = {Random Numbers in Scientific Computing: An Introduction},
  journal      = {CoRR},
  volume       = {abs/1005.4117},
  year         = {2010}
}
@article{DBLP:journals/corr/abs-1006-1549,
  author       = {Piotr Gawron and
                  Jerzy Klamka and
                  Jaroslaw Adam Miszczak and
                  Ryszard Winiarczyk},
  title        = {Extending scientific computing system with structural quantum programming
                  capabilities},
  journal      = {CoRR},
  volume       = {abs/1006.1549},
  year         = {2010}
}
@article{DBLP:journals/corr/abs-1009-4847,
  author       = {Omer Khalid and
                  Ivo Maljevic and
                  Richard J. Anthony and
                  Miltos Petridis and
                  Kevin Parrott and
                  Markus Schulz},
  title        = {Deadline aware virtual machine scheduler for scientific grids and
                  cloud computing},
  journal      = {CoRR},
  volume       = {abs/1009.4847},
  year         = {2010}
}
@article{DBLP:journals/ercim/Salerno10,
  author       = {Emanuele Salerno},
  title        = {Scientific Computing for Astrophysical Map Analysis},
  journal      = {{ERCIM} News},
  volume       = {2010},
  number       = {81},
  year         = {2010}
}
@phdthesis{DBLP:phd/basesearch/Dubey09,
  author       = {Abhishek Dubey},
  title        = {Using Model-based techniques for improving performance and reliability
                  in high performance scientific computing},
  school       = {Vanderbilt University, Nashville, Tennessee, {USA}},
  year         = {2009}
}
@article{DBLP:journals/cphysics/Daniluk09,
  author       = {Andrzej Daniluk},
  title        = {Multithreaded transactions in scientific computing. The Growth06{\_}v2
                  program},
  journal      = {Comput. Phys. Commun.},
  volume       = {180},
  number       = {7},
  pages        = {1219--1220},
  year         = {2009}
}
@article{DBLP:journals/cphysics/Daniluk09a,
  author       = {Andrzej Daniluk},
  title        = {Model-Driven Development for scientific computing. An upgrade of the
                  RHEEDGr program},
  journal      = {Comput. Phys. Commun.},
  volume       = {180},
  number       = {11},
  pages        = {2394--2397},
  year         = {2009}
}
@article{DBLP:journals/cse/BayoumiCHHR09,
  author       = {Amr M. Bayoumi and
                  Michael Chu and
                  Yasser Y. Hanafy and
                  Patricia Harrell and
                  Gamal Refai{-}Ahmed},
  title        = {Scientific and Engineering Computing Using {ATI} Stream Technology},
  journal      = {Comput. Sci. Eng.},
  volume       = {11},
  number       = {6},
  pages        = {92--97},
  year         = {2009}
}
@article{DBLP:journals/cse/BellettiCFFGGMMMMSNPGRRSSTTVYZ09,
  author       = {Francesco Belletti and
                  Maria Cotallo and
                  Andres Cruz Flor and
                  Luis Antonio Fernandez and
                  Antonio Gordillo{-}Guerrero and
                  Marco Guidetti and
                  Andrea Maiorano and
                  Filippo Mantovani and
                  Enzo Marinari and
                  Victor Martin{-}Mayor and
                  Antonio Munoz Sudupe and
                  Denis Navarro and
                  Giorgio Parisi and
                  Sergio Perez Gaviro and
                  Mauro Rossi and
                  Juan Jesus Ruiz{-}Lorenzo and
                  Sebastiano Fabio Schifano and
                  Daniele Sciretti and
                  Alfonso Taranc{\'{o}}n and
                  Raffaele Tripiccione and
                  Jose Luis Velasco and
                  David Yllanes and
                  Gianpaolo Zanier},
  title        = {Janus: An FPGA-Based System for High-Performance Scientific Computing},
  journal      = {Comput. Sci. Eng.},
  volume       = {11},
  number       = {1},
  pages        = {48--58},
  year         = {2009}
}
@article{DBLP:journals/cse/FaulkLVSV09,
  author       = {Stuart R. Faulk and
                  Eugene Loh and
                  Michael L. Van de Vanter and
                  Susan Squires and
                  Lawrence G. Votta},
  title        = {Scientific Computing's Productivity Gridlock: How Software Engineering
                  Can Help},
  journal      = {Comput. Sci. Eng.},
  volume       = {11},
  number       = {6},
  pages        = {30--39},
  year         = {2009}
}
@article{DBLP:journals/ijcm/CarracciuoloDLM09,
  author       = {Luisa Carracciuolo and
                  Luisa D'Amore and
                  Giuliano Laccetti and
                  Almerico Murli},
  title        = {Parallel scientific computing environment for adaptive optic simulations},
  journal      = {Int. J. Comput. Math.},
  volume       = {86},
  number       = {3},
  pages        = {373--381},
  year         = {2009}
}
@article{DBLP:journals/ijcse/BaderBMN09,
  author       = {Michael Bader and
                  Hans{-}Joachim Bungartz and
                  Ioan Lucian Muntean and
                  Tobias Neckel},
  title        = {Software engineering meets scientific computing: group projects in
                  {CSE} education},
  journal      = {Int. J. Comput. Sci. Eng.},
  volume       = {4},
  number       = {4},
  pages        = {245--253},
  year         = {2009}
}
@article{DBLP:journals/internet/DikaiakosKMPV09,
  author       = {Marios D. Dikaiakos and
                  Dimitrios Katsaros and
                  Pankaj Mehra and
                  George Pallis and
                  Athena Vakali},
  title        = {Cloud Computing: Distributed Internet Computing for {IT} and Scientific
                  Research},
  journal      = {{IEEE} Internet Comput.},
  volume       = {13},
  number       = {5},
  pages        = {10--13},
  year         = {2009}
}
@article{DBLP:journals/mcs/PistellaS09,
  author       = {Francesca Pistella and
                  Rosa Maria Spitaleri},
  title        = {Applied Scientific Computing {VI:} Numerical Grid Generation, Approximation
                  and Visualization},
  journal      = {Math. Comput. Simul.},
  volume       = {79},
  number       = {8},
  pages        = {2333},
  year         = {2009}
}
@article{DBLP:journals/paapp/DavisS09,
  author       = {Kei Davis and
                  J{\"{o}}rg Striegnitz},
  title        = {Parallel/High Performance Object-Oriented Scientific Computing 2008},
  journal      = {Int. J. Parallel Emergent Distributed Syst.},
  volume       = {24},
  number       = {6},
  pages        = {463--465},
  year         = {2009}
}
@article{DBLP:journals/paapp/GottschlingWJ09,
  author       = {Peter Gottschling and
                  David S. Wise and
                  Adwait Joshi},
  title        = {Generic support of algorithmic and structural recursion for scientific
                  computing},
  journal      = {Int. J. Parallel Emergent Distributed Syst.},
  volume       = {24},
  number       = {6},
  pages        = {479--503},
  year         = {2009}
}
@article{DBLP:journals/paapp/SchwahaHSS09,
  author       = {Philipp Schwaha and
                  Ren{\'{e}} Heinzl and
                  Franz Stimpfl and
                  Siegfried Selberherr},
  title        = {Synergies in scientific computing by combining multi-paradigmatic
                  languages for high-performance applications},
  journal      = {Int. J. Parallel Emergent Distributed Syst.},
  volume       = {24},
  number       = {6},
  pages        = {539--549},
  year         = {2009}
}
@article{DBLP:journals/sp/PllanaT09,
  author       = {Sabri Pllana and
                  Jesper Larsson Tr{\"{a}}ff},
  title        = {Introduction to the Scientific Programming Special Issue: Software
                  Development for Multi-core Computing Systems},
  journal      = {Sci. Program.},
  volume       = {17},
  number       = {4},
  pages        = {283--284},
  year         = {2009}
}
@article{DBLP:journals/sp/PllanaT09a,
  author       = {Sabri Pllana and
                  Jesper Larsson Tr{\"{a}}ff},
  title        = {Reviewers for Scientific Programming Special Issue on Software Development
                  for Multi-core Computing Systems},
  journal      = {Sci. Program.},
  volume       = {17},
  number       = {4},
  pages        = {337},
  year         = {2009}
}
@article{DBLP:journals/sp/ShiKUMPG09,
  author       = {Guochun Shi and
                  Volodymyr V. Kindratenko and
                  Ivan S. Ufimtsev and
                  Todd J. Mart{\'{\i}}nez and
                  James C. Phillips and
                  Steven A. Gottlieb},
  title        = {Implementation of scientific computing applications on the Cell Broadband
                  Engine},
  journal      = {Sci. Program.},
  volume       = {17},
  number       = {1-2},
  pages        = {135--151},
  year         = {2009}
}
@article{DBLP:journals/tc/ChenD09,
  author       = {Zizhong Chen and
                  Jack J. Dongarra},
  title        = {Highly Scalable Self-Healing Algorithms for High Performance Scientific
                  Computing},
  journal      = {{IEEE} Trans. Computers},
  volume       = {58},
  number       = {11},
  pages        = {1512--1524},
  year         = {2009}
}
@article{DBLP:journals/tjs/HuraultDP09,
  author       = {Aur{\'{e}}lie Hurault and
                  Michel J. Dayd{\'{e}} and
                  Marc Pantel},
  title        = {Advanced service trading for scientific computing over the grid},
  journal      = {J. Supercomput.},
  volume       = {49},
  number       = {1},
  pages        = {64--83},
  year         = {2009}
}
@inproceedings{DBLP:conf/cdve/CuiCSL09,
  author       = {Binge Cui and
                  Xin Chen and
                  Pingjian Song and
                  Rongjie Liu},
  title        = {An Extensible Scientific Computing Resources Integration Framework
                  Based on Grid Service},
  booktitle    = {{CDVE}},
  series       = {Lecture Notes in Computer Science},
  volume       = {5738},
  pages        = {224--231},
  publisher    = {Springer},
  year         = {2009}
}
@inproceedings{DBLP:conf/cloudcom/ShangPEYW09,
  author       = {Ling Shang and
                  Serge G. Petiton and
                  Nahid Emad and
                  Xiaolin Yang and
                  Zhijian Wang},
  title        = {Extending {YML} to Be a Middleware for Scientific Cloud Computing},
  booktitle    = {CloudCom},
  series       = {Lecture Notes in Computer Science},
  volume       = {5931},
  pages        = {662--667},
  publisher    = {Springer},
  year         = {2009}
}
@inproceedings{DBLP:conf/cloudcomp/OstermannIYPFE09,
  author       = {Simon Ostermann and
                  Alexandru Iosup and
                  Nezih Yigitbasi and
                  Radu Prodan and
                  Thomas Fahringer and
                  Dick H. J. Epema},
  title        = {A Performance Analysis of {EC2} Cloud Computing Services for Scientific
                  Computing},
  booktitle    = {CloudComp},
  series       = {Lecture Notes of the Institute for Computer Sciences, Social Informatics
                  and Telecommunications Engineering},
  volume       = {34},
  pages        = {115--131},
  publisher    = {Springer},
  year         = {2009}
}
@inproceedings{DBLP:conf/csc/MuhammadAK09,
  author       = {Ali Muhammad and
                  Fahad Al{-}Humaidan and
                  A. Raouf Khan},
  title        = {Interactive vs Integrated Development Environment for Scientific Computing},
  booktitle    = {{CSC}},
  pages        = {254--259},
  publisher    = {{CSREA} Press},
  year         = {2009}
}
@inproceedings{DBLP:conf/csc/ZitoDSSRA09,
  author       = {Giuseppe Zito and
                  Donato D'Ambrosio and
                  William Spataro and
                  Giuseppe Spingola and
                  Rocco Rongo and
                  Maria Vittoria Avolio},
  title        = {A Dynamically Load Balanced Cellular Automata Library for Scientific
                  Computing},
  booktitle    = {{CSC}},
  pages        = {322--328},
  publisher    = {{CSREA} Press},
  year         = {2009}
}
@inproceedings{DBLP:conf/csie/TinettiRG09,
  author       = {Fernando Tinetti and
                  Fernando L. Romero and
                  Armando De Giusti},
  title        = {Clock Synchronization in Clusters for Performance Evaluation: Numeric/Scientific
                  Computing},
  booktitle    = {{CSIE} {(2)}},
  pages        = {486--490},
  publisher    = {{IEEE} Computer Society},
  year         = {2009}
}
@inproceedings{DBLP:conf/grid/OstermannPF09,
  author       = {Simon Ostermann and
                  Radu Prodan and
                  Thomas Fahringer},
  title        = {Extending Grids with cloud resource management for scientific computing},
  booktitle    = {{GRID}},
  pages        = {42--49},
  publisher    = {{IEEE} Computer Society},
  year         = {2009}
}
@inproceedings{DBLP:conf/ic/LuW09,
  author       = {Joan Lu and
                  Rob Weeks},
  title        = {An investigation in {XML} based scientific data visualization},
  booktitle    = {International Conference on Internet Computing},
  pages        = {270--276},
  publisher    = {{CSREA} Press},
  year         = {2009}
}
@inproceedings{DBLP:conf/icde/TuCP09,
  author       = {Yi{-}Cheng Tu and
                  Shaoping Chen and
                  Sagar Pandit},
  title        = {Computing Distance Histograms Efficiently in Scientific Databases},
  booktitle    = {{ICDE}},
  pages        = {796--807},
  publisher    = {{IEEE} Computer Society},
  year         = {2009}
}
@inproceedings{DBLP:conf/ieeehpcs/BaderW09,
  author       = {Michael Bader and
                  Josef Weidendorfer},
  title        = {Exploiting memory hierarchies in scientific computing},
  booktitle    = {{HPCS}},
  pages        = {33--35},
  publisher    = {{IEEE}},
  year         = {2009}
}
@inproceedings{DBLP:conf/ipps/HuangXF09,
  author       = {Song Huang and
                  Shucai Xiao and
                  Wu{-}chun Feng},
  title        = {On the energy efficiency of graphics processing units for scientific
                  computing},
  booktitle    = {{IPDPS}},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2009}
}
@inproceedings{DBLP:conf/ispa/LiuZLCL09,
  author       = {Cancan Liu and
                  Weimin Zhang and
                  Zhigang Luo and
                  Xiaoqun Cao and
                  Hai Liu},
  title        = {Managing Large-Scale Scientific Computing in Ensemble Prediction Using
                  {BPEL}},
  booktitle    = {{ISPA}},
  pages        = {94--101},
  publisher    = {{IEEE} Computer Society},
  year         = {2009}
}
@inproceedings{DBLP:conf/ispan/VecchiolaPB09,
  author       = {Christian Vecchiola and
                  Suraj Pandey and
                  Rajkumar Buyya},
  title        = {High-Performance Cloud Computing: {A} View of Scientific Applications},
  booktitle    = {{ISPAN}},
  pages        = {4--16},
  publisher    = {{IEEE} Computer Society},
  year         = {2009}
}
@inproceedings{DBLP:conf/pdpta/CedresG09,
  author       = {David B. Cedr{\'{e}}s and
                  Eric Gamess},
  title        = {A Portlets Based Portal for Scientific Computing},
  booktitle    = {{PDPTA}},
  pages        = {55--59},
  publisher    = {{CSREA} Press},
  year         = {2009}
}
@inproceedings{DBLP:conf/pdpta/ChenMBG09,
  author       = {Hsing{-}bung Chen and
                  Sarah Ellen Michalak and
                  John Bent and
                  Gary Grider},
  title        = {FuseRBFS - {A} Fuse based RingBuffer File System for Data Intensive
                  Scientific Computing},
  booktitle    = {{PDPTA}},
  pages        = {517--519},
  publisher    = {{CSREA} Press},
  year         = {2009}
}
@inproceedings{DBLP:conf/pvm/Siegel09,
  author       = {Stephen F. Siegel},
  title        = {Formal Verification for Scientific Computing: Trends and Progress},
  booktitle    = {{PVM/MPI}},
  series       = {Lecture Notes in Computer Science},
  volume       = {5759},
  pages        = {7},
  publisher    = {Springer},
  year         = {2009}
}
@inproceedings{DBLP:conf/sc/OgasawaraOCBEBCM09,
  author       = {Eduardo S. Ogasawara and
                  Daniel de Oliveira and
                  Fernando Seabra Chirigati and
                  Carlos Eduardo Barbosa and
                  Renato N. Elias and
                  Vanessa Braganholo and
                  Alvaro L. G. A. Coutinho and
                  Marta Mattoso},
  title        = {Exploring many task computing in scientific workflows},
  booktitle    = {{SC-MTAGS}},
  publisher    = {{ACM}},
  year         = {2009}
}
@inproceedings{DBLP:conf/scalcom/XueWZZH09,
  author       = {Lian Xue and
                  Minghui Wu and
                  Hui Zheng and
                  Hui{-}zeng Zhang and
                  Wai{-}bin Huang},
  title        = {Modeling and Simulation in Scientific Computing Education},
  booktitle    = {ScalCom-EmbeddedCom},
  pages        = {577--580},
  publisher    = {{IEEE} Computer Society},
  year         = {2009}
}
@inproceedings{DBLP:conf/springsim/GulabaniSGJKNW09,
  author       = {Teena P. Gulabani and
                  Masha Sosonkina and
                  Mark S. Gordon and
                  Curtis L. Janssen and
                  Joseph P. Kenny and
                  Heather Netzloff and
                  Theresa L. Windus},
  title        = {Development of high performance scientific components for interoperability
                  of computing packages},
  booktitle    = {SpringSim},
  publisher    = {{SCS/ACM}},
  year         = {2009}
}
@inproceedings{DBLP:conf/tridentcom/AudouinBLLMRVMM09,
  author       = {Olivier Audouin and
                  S. Bruno and
                  Olivier Leclerc and
                  Hao{-}Qi Lu and
                  K. Maibeche and
                  S. Ruggeri and
                  Dominique Verch{\`{e}}re and
                  J. Le Moal and
                  Thierry Marcot and
                  Julien Meuric and
                  J.{-}L. Tardivel and
                  Lionel Thual and
                  R. Bilhaut and
                  Michel Jouvin and
                  P. F. Honor{\'{e}} and
                  J.{-}C. Lafoucri{\`{e}}re and
                  S. Mathieu and
                  J. P. Meyer and
                  Dominique Rodrigues and
                  P. Guillermin and
                  Christophe Mouton and
                  Pascale Primet and
                  Sebastien Soudan and
                  Alban Schmutz},
  title        = {{CARRIOCAS} project: An experimental high bit rate optical network
                  for computing-intensive scientific and industrial applications},
  booktitle    = {{TRIDENTCOM}},
  pages        = {1--6},
  publisher    = {{IEEE} Computer Society},
  year         = {2009}
}
@incollection{DBLP:books/ms/4paradigm2009/LarusG09,
  author       = {James R. Larus and
                  Dennis Gannon},
  title        = {Multicore computing and scientific discovery},
  booktitle    = {The Fourth Paradigm},
  pages        = {125--129},
  publisher    = {Microsoft Research},
  year         = {2009}
}
@incollection{DBLP:books/sp/09/Wijk09,
  author       = {Jarke J. van Wijk},
  title        = {Model-based Visualization - Computing Perceptually Optimal Visualizations},
  booktitle    = {Mathematical Foundations of Scientific Visualization, Computer Graphics,
                  and Massive Data Exploration},
  series       = {Mathematics and Visualization},
  pages        = {343--350},
  publisher    = {Springer},
  year         = {2009}
}
@proceedings{DBLP:conf/casc/2009,
  editor       = {Vladimir P. Gerdt and
                  Ernst W. Mayr and
                  Evgenii V. Vorozhtsov},
  title        = {Computer Algebra in Scientific Computing, 11th International Workshop,
                  {CASC} 2009, Kobe, Japan, September 13-17, 2009. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5743},
  publisher    = {Springer},
  year         = {2009}
}
@proceedings{DBLP:conf/csc/2009,
  editor       = {Hamid R. Arabnia},
  title        = {Proceedings of the 2009 International Conference on Scientific Computing,
                  {CSC} 2009, July 13-16, 2009, Las Vegas, Nevada, {USA}},
  publisher    = {{CSREA} Press},
  year         = {2009}
}
@proceedings{DBLP:conf/dagstuhl/2009P9061,
  editor       = {Uwe Naumann and
                  Olaf Schenk and
                  Horst D. Simon and
                  Sivan Toledo},
  title        = {Combinatorial Scientific Computing, 01.02. - 06.02.2009},
  series       = {Dagstuhl Seminar Proceedings},
  volume       = {09061},
  publisher    = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik, Germany},
  year         = {2009}
}
@proceedings{DBLP:conf/hpc/2008,
  editor       = {Wolfgang Gentzsch and
                  Lucio Grandinetti and
                  Gerhard R. Joubert},
  title        = {High Speed and Large Scale Scientific Computing - Selected Papers
                  from the High Performance Computing Workshop, Cetraro, Italy, June
                  30 - July 4, 2008},
  series       = {Advances in Parallel Computing},
  volume       = {18},
  publisher    = {{IOS} Press},
  year         = {2009}
}
@proceedings{DBLP:conf/synasc/2009,
  editor       = {Stephen M. Watt and
                  Viorel Negru and
                  Tetsuo Ida and
                  Tudor Jebelean and
                  Dana Petcu and
                  Daniela Zaharie},
  title        = {11th International Symposium on Symbolic and Numeric Algorithms for
                  Scientific Computing, {SYNASC} 2009, Timisoara, Romania, September
                  26-29, 2009},
  publisher    = {{IEEE} Computer Society},
  year         = {2009}
}
@inproceedings{DBLP:conf/dagstuhl/AykanatOC09,
  author       = {Cevdet Aykanat and
                  Erkan Okuyan and
                  Berkant Barla Cambazoglu},
  title        = {A Model for Task Repartioning under Data Replication},
  booktitle    = {Combinatorial Scientific Computing},
  series       = {Dagstuhl Seminar Proceedings},
  volume       = {09061},
  publisher    = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik, Germany},
  year         = {2009}
}
@inproceedings{DBLP:conf/dagstuhl/BisselingLC09,
  author       = {Rob H. Bisseling and
                  Tristan van Leeuwen and
                  {\"{U}}mit V. {\c{C}}ataly{\"{u}}rek},
  title        = {Combinatorial Problems in High-Performance Computing: Partitioning},
  booktitle    = {Combinatorial Scientific Computing},
  series       = {Dagstuhl Seminar Proceedings},
  volume       = {09061},
  publisher    = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik, Germany},
  year         = {2009}
}
@inproceedings{DBLP:conf/dagstuhl/BozdagBC09,
  author       = {Doruk Bozdag and
                  Catalin C. Barbacioru and
                  {\"{U}}mit V. {\c{C}}ataly{\"{u}}rek},
  title        = {Parallelization of Mapping Algorithms for Next Generation Sequencing
                  Applications},
  booktitle    = {Combinatorial Scientific Computing},
  series       = {Dagstuhl Seminar Proceedings},
  volume       = {09061},
  publisher    = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik, Germany},
  year         = {2009}
}
@inproceedings{DBLP:conf/dagstuhl/BuckerLR09,
  author       = {H. Martin B{\"{u}}cker and
                  Michael L{\"{u}}lfesmann and
                  Arno Rasch},
  title        = {Assessing an approximation algorithm for the minimum fill-in problem
                  in practice},
  booktitle    = {Combinatorial Scientific Computing},
  series       = {Dagstuhl Seminar Proceedings},
  volume       = {09061},
  publisher    = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik, Germany},
  year         = {2009}
}
@inproceedings{DBLP:conf/dagstuhl/ChevalierS09,
  author       = {C{\'{e}}dric Chevalier and
                  Ilya Safro},
  title        = {Weighted aggregation for multi-level graph partitioning},
  booktitle    = {Combinatorial Scientific Computing},
  series       = {Dagstuhl Seminar Proceedings},
  volume       = {09061},
  publisher    = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik, Germany},
  year         = {2009}
}
@inproceedings{DBLP:conf/dagstuhl/DaitchS09,
  author       = {Samuel I. Daitch and
                  Daniel A. Spielman},
  title        = {A Nearly-Linear Time Algorithm for Approximately Solving Linear Systems
                  in a Symmetric M-Matrix},
  booktitle    = {Combinatorial Scientific Computing},
  series       = {Dagstuhl Seminar Proceedings},
  volume       = {09061},
  publisher    = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik, Germany},
  year         = {2009}
}
@inproceedings{DBLP:conf/dagstuhl/Davis09,
  author       = {Timothy A. Davis},
  title        = {Multifrontral multithreaded rank-revealing sparse {QR} factorization},
  booktitle    = {Combinatorial Scientific Computing},
  series       = {Dagstuhl Seminar Proceedings},
  volume       = {09061},
  publisher    = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik, Germany},
  year         = {2009}
}
@inproceedings{DBLP:conf/dagstuhl/DevineBRCC09,
  author       = {Karen D. Devine and
                  Erik G. Boman and
                  Lee Ann Riesen and
                  {\"{U}}mit V. {\c{C}}ataly{\"{u}}rek and
                  C{\'{e}}dric Chevalier},
  title        = {Getting Started with Zoltan: {A} Short Tutorial},
  booktitle    = {Combinatorial Scientific Computing},
  series       = {Dagstuhl Seminar Proceedings},
  volume       = {09061},
  publisher    = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik, Germany},
  year         = {2009}
}
@inproceedings{DBLP:conf/dagstuhl/DuffU09,
  author       = {Iain S. Duff and
                  Bora U{\c{c}}ar},
  title        = {Combinatorial problems in solving linear systems},
  booktitle    = {Combinatorial Scientific Computing},
  series       = {Dagstuhl Seminar Proceedings},
  volume       = {09061},
  publisher    = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik, Germany},
  year         = {2009}
}
@inproceedings{DBLP:conf/dagstuhl/Gebremedhin09,
  author       = {Assefaw Hadish Gebremedhin},
  title        = {The Enabling Power of Graph Coloring Algorithms in Automatic Differentiation
                  and Parallel Processing},
  booktitle    = {Combinatorial Scientific Computing},
  series       = {Dagstuhl Seminar Proceedings},
  volume       = {09061},
  publisher    = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik, Germany},
  year         = {2009}
}
@inproceedings{DBLP:conf/dagstuhl/HossainS09,
  author       = {Shahadat Hossain and
                  Trond Steihaug},
  title        = {The {CPR} Method and Beyond : Prologue},
  booktitle    = {Combinatorial Scientific Computing},
  series       = {Dagstuhl Seminar Proceedings},
  volume       = {09061},
  publisher    = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik, Germany},
  year         = {2009}
}
@inproceedings{DBLP:conf/dagstuhl/Hulsemann09,
  author       = {Frank H{\"{u}}lsemann},
  title        = {Stabilising aggregation {AMG}},
  booktitle    = {Combinatorial Scientific Computing},
  series       = {Dagstuhl Seminar Proceedings},
  volume       = {09061},
  publisher    = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik, Germany},
  year         = {2009}
}
@inproceedings{DBLP:conf/dagstuhl/LyonsS09,
  author       = {Andrew Lyons and
                  Ilya Safro},
  title        = {Randomized Heuristics for Exploiting Jacobian Scarcity},
  booktitle    = {Combinatorial Scientific Computing},
  series       = {Dagstuhl Seminar Proceedings},
  volume       = {09061},
  publisher    = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik, Germany},
  year         = {2009}
}
@inproceedings{DBLP:conf/dagstuhl/MosenkisNP09,
  author       = {Viktor Mosenkis and
                  Uwe Naumann and
                  Elmar Peise},
  title        = {Low-Memory Tour Reversal in Directed Graphs},
  booktitle    = {Combinatorial Scientific Computing},
  series       = {Dagstuhl Seminar Proceedings},
  volume       = {09061},
  publisher    = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik, Germany},
  year         = {2009}
}
@inproceedings{DBLP:conf/dagstuhl/NaumannSST09,
  author       = {Uwe Naumann and
                  Olaf Schenk and
                  Horst D. Simon and
                  Sivan Toledo},
  title        = {09061 Abstracts Collection - Combinatorial Scientific Computing},
  booktitle    = {Combinatorial Scientific Computing},
  series       = {Dagstuhl Seminar Proceedings},
  volume       = {09061},
  publisher    = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik, Germany},
  year         = {2009}
}
@inproceedings{DBLP:conf/dagstuhl/Pas09,
  author       = {Ruud van der Pas},
  title        = {The Past, Present and Future of High Performance Computing},
  booktitle    = {Combinatorial Scientific Computing},
  series       = {Dagstuhl Seminar Proceedings},
  volume       = {09061},
  publisher    = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik, Germany},
  year         = {2009}
}
@inproceedings{DBLP:conf/dagstuhl/Pellegrini09,
  author       = {Fran{\c{c}}ois Pellegrini},
  title        = {Distillating knowledge about {SCOTCH}},
  booktitle    = {Combinatorial Scientific Computing},
  series       = {Dagstuhl Seminar Proceedings},
  volume       = {09061},
  publisher    = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik, Germany},
  year         = {2009}
}
@inproceedings{DBLP:conf/dagstuhl/RiehmeG09,
  author       = {Jan Riehme and
                  Andreas Griewank},
  title        = {Algorithmic Differentiation Through Automatic Graph Elimination Ordering
                  {(ADTAGEO)}},
  booktitle    = {Combinatorial Scientific Computing},
  series       = {Dagstuhl Seminar Proceedings},
  volume       = {09061},
  publisher    = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik, Germany},
  year         = {2009}
}
@inproceedings{DBLP:conf/dagstuhl/UtkeN09,
  author       = {Jean Utke and
                  Uwe Naumann},
  title        = {Combinatorial Problems in OpenAD},
  booktitle    = {Combinatorial Scientific Computing},
  series       = {Dagstuhl Seminar Proceedings},
  volume       = {09061},
  publisher    = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik, Germany},
  year         = {2009}
}
@inproceedings{DBLP:conf/dagstuhl/Wachter09,
  author       = {Andreas W{\"{a}}chter},
  title        = {Short Tutorial: Getting Started With Ipopt in 90 Minutes},
  booktitle    = {Combinatorial Scientific Computing},
  series       = {Dagstuhl Seminar Proceedings},
  volume       = {09061},
  publisher    = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik, Germany},
  year         = {2009}
}
@inproceedings{DBLP:conf/dagstuhl/Walther09,
  author       = {Andrea Walther},
  title        = {Getting Started with {ADOL-C}},
  booktitle    = {Combinatorial Scientific Computing},
  series       = {Dagstuhl Seminar Proceedings},
  volume       = {09061},
  publisher    = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik, Germany},
  year         = {2009}
}
@article{DBLP:journals/corr/abs-0901-0029,
  author       = {John J. Rehr and
                  Jeffrey P. Gardner and
                  Micah Prange and
                  Lucas Svec and
                  Fernando D. Vila},
  title        = {Scientific Computing in the Cloud},
  journal      = {CoRR},
  volume       = {abs/0901.0029},
  year         = {2009}
}
@article{DBLP:journals/corr/abs-0910-1979,
  author       = {Christian Vecchiola and
                  Suraj Pandey and
                  Rajkumar Buyya},
  title        = {High-Performance Cloud Computing: {A} View of Scientific Applications},
  journal      = {CoRR},
  volume       = {abs/0910.1979},
  year         = {2009}
}
@article{DBLP:journals/ercim/CytowskiBR09,
  author       = {Maciej Cytowski and
                  Bartosz Borucki and
                  Maciej Remiszewski},
  title        = {Nautilus - {A} Testbed for Green Scientific Computing},
  journal      = {{ERCIM} News},
  volume       = {2009},
  number       = {79},
  year         = {2009}
}
@book{DBLP:books/daglib/0021742,
  author       = {Gerald E. Farin and
                  Dianne Hansford},
  title        = {Mathematical principles for scientific computing and visualization},
  publisher    = {A {K} Peters},
  year         = {2008}
}
@book{DBLP:books/daglib/0022092,
  author       = {Dianne P. O'Leary},
  title        = {Scientific Computing with Case Studies},
  publisher    = {{SIAM}},
  year         = {2008}
}
@book{DBLP:books/ws/ZouDP08,
  author       = {Xukai Zou and
                  Yuan{-}Shun Dai and
                  Yi Pan},
  title        = {Trust and Security in Collaborative Computing},
  series       = {Computer and Network Security},
  volume       = {2},
  publisher    = {World Scientific},
  year         = {2008}
}
@phdthesis{DBLP:phd/basesearch/ConstantinescuFulop08,
  author       = {Zoran Constantinescu{-}Ful{\o}p},
  title        = {A Desktop Grid Computing Approach for Scientific Computing and Visualization},
  school       = {Norwegian University of Science and Technology, Trondheim, Norway},
  year         = {2008}
}
@book{DBLP:phd/de/Klimanis2008,
  author       = {Nils Klimanis},
  title        = {Generic programming and algebraic multigrid: building blocks for scientific
                  computing},
  publisher    = {{VDM} Verlag Dr. M{\"{u}}ller, Saarbr{\"{u}}cken, Germany},
  year         = {2008}
}
@article{DBLP:journals/annals/DongarraGGMM08,
  author       = {Jack J. Dongarra and
                  Gene H. Golub and
                  Eric H. Grosse and
                  Cleve B. Moler and
                  Keith Moore},
  title        = {Netlib and NA-Net: Building a Scientific Computing Community},
  journal      = {{IEEE} Ann. Hist. Comput.},
  volume       = {30},
  number       = {2},
  pages        = {30--41},
  year         = {2008}
}
@article{DBLP:journals/computing/BastianBDEKKOS08,
  author       = {Peter Bastian and
                  Markus Blatt and
                  Andreas Dedner and
                  Christian Engwer and
                  Robert Kl{\"{o}}fkorn and
                  Ralf Kornhuber and
                  Mario Ohlberger and
                  Oliver Sander},
  title        = {A generic grid interface for parallel and adaptive scientific computing.
                  Part {II:} implementation and tests in {DUNE}},
  journal      = {Computing},
  volume       = {82},
  number       = {2-3},
  pages        = {121--138},
  year         = {2008}
}
@article{DBLP:journals/computing/BastianBDEKOS08,
  author       = {Peter Bastian and
                  Markus Blatt and
                  Andreas Dedner and
                  Christian Engwer and
                  Robert Kl{\"{o}}fkorn and
                  Mario Ohlberger and
                  Oliver Sander},
  title        = {A generic grid interface for parallel and adaptive scientific computing.
                  Part {I:} abstract framework},
  journal      = {Computing},
  volume       = {82},
  number       = {2-3},
  pages        = {103--119},
  year         = {2008}
}
@article{DBLP:journals/cphysics/MohankumarA08,
  author       = {N. Mohankumar and
                  Scott M. Auerbach},
  title        = {Some comments on the use of higher-order formula for numerical derivatives
                  in scientific computing},
  journal      = {Comput. Phys. Commun.},
  volume       = {179},
  number       = {11},
  pages        = {773--776},
  year         = {2008}
}
@article{DBLP:journals/cse/KurzakBLD08,
  author       = {Jakub Kurzak and
                  Alfredo Buttari and
                  Piotr Luszczek and
                  Jack J. Dongarra},
  title        = {The PlayStation 3 for High-Performance Scientific Computing},
  journal      = {Comput. Sci. Eng.},
  volume       = {10},
  number       = {3},
  pages        = {84--87},
  year         = {2008}
}
@article{DBLP:journals/cse/MatthewsWE08,
  author       = {David Matthews and
                  Greg Wilson and
                  Steve M. Easterbrook},
  title        = {Configuration Management for Large-Scale Scientific Computing at the
                  {UK} Met Office},
  journal      = {Comput. Sci. Eng.},
  volume       = {10},
  number       = {6},
  pages        = {56--64},
  year         = {2008}
}
@article{DBLP:journals/cse/VallisneriB08,
  author       = {Michele Vallisneri and
                  Stanislav Babak},
  title        = {Python and {XML} for Agile Scientific Computing},
  journal      = {Comput. Sci. Eng.},
  volume       = {10},
  number       = {1},
  pages        = {80--87},
  year         = {2008}
}
@article{DBLP:journals/fgcs/DongarraT08,
  author       = {Jack J. Dongarra and
                  Bernard Tourancheau},
  title        = {Special section: Cluster and computational grids for scientific computing},
  journal      = {Future Gener. Comput. Syst.},
  volume       = {24},
  number       = {1},
  pages        = {30},
  year         = {2008}
}
@article{DBLP:journals/mcs/PistellaSS08,
  author       = {Francesca Pistella and
                  Rosa Maria Spitaleri and
                  Bharat K. Soni},
  title        = {Applied scientific computing: Grid generation and field simulation},
  journal      = {Math. Comput. Simul.},
  volume       = {78},
  number       = {5-6},
  pages        = {573--574},
  year         = {2008}
}
@article{DBLP:journals/ppl/BarkerDHKLPS08,
  author       = {Kevin J. Barker and
                  Kei Davis and
                  Adolfy Hoisie and
                  Darren J. Kerbyson and
                  Michael Lang and
                  Scott Pakin and
                  Jos{\'{e}} Carlos Sancho},
  title        = {A Performance Evaluation of the Nehalem Quad-Core Processor for Scientific
                  Computing},
  journal      = {Parallel Process. Lett.},
  volume       = {18},
  number       = {4},
  pages        = {453--469},
  year         = {2008}
}
@article{DBLP:journals/sp/NielsenJ08,
  author       = {Ida M. B. Nielsen and
                  Curtis L. Janssen},
  title        = {Multicore challenges and benefits for high performance scientific
                  computing},
  journal      = {Sci. Program.},
  volume       = {16},
  number       = {4},
  pages        = {277--285},
  year         = {2008}
}
@article{DBLP:journals/usenix-login/Walker08,
  author       = {Edward Walker},
  title        = {Benchmarking Amazon {EC2} for High-Performance Scientific Computing},
  journal      = {login Usenix Mag.},
  volume       = {33},
  number       = {5},
  year         = {2008}
}
@inproceedings{DBLP:conf/aisc/CaretteSMAK08,
  author       = {Jacques Carette and
                  W. Spencer Smith and
                  John McCutchan and
                  Christopher Kumar Anand and
                  Alexandre Korobkine},
  title        = {Case Studies in Model Manipulation for Scientific Computing},
  booktitle    = {AISC/MKM/Calculemus},
  series       = {Lecture Notes in Computer Science},
  volume       = {5144},
  pages        = {24--37},
  publisher    = {Springer},
  year         = {2008}
}
@inproceedings{DBLP:conf/chinagrid/ChenZ08,
  author       = {Hong Chen and
                  Winmin Zheng},
  title        = {Mesh Data Management in Large-Scale Scientific Computing},
  booktitle    = {ChinaGrid},
  pages        = {144--152},
  publisher    = {{IEEE} Computer Society},
  year         = {2008}
}
@inproceedings{DBLP:conf/clade/BargaFGNSS08,
  author       = {Roger S. Barga and
                  Dan Fay and
                  Dean Guo and
                  Steven J. Newhouse and
                  Yogesh L. Simmhan and
                  Alexander S. Szalay},
  title        = {Efficient scheduling of scientific workflows in a high performance
                  computing cluster},
  booktitle    = {{CLADE}},
  pages        = {63--68},
  publisher    = {{ACM}},
  year         = {2008}
}
@inproceedings{DBLP:conf/csc/FernandezABAF08,
  author       = {Juan Fern{\'{a}}ndez and
                  Manuel E. Acacio and
                  Gregorio Bernab{\'{e}} and
                  Jos{\'{e}} L. Abell{\'{a}}n and
                  Joaqu{\'{\i}}n Franco},
  title        = {Multicore Platforms for Scientific Computing: Cell {BE} and {NVIDIA}
                  Tesla},
  booktitle    = {{CSC}},
  pages        = {167--173},
  publisher    = {{CSREA} Press},
  year         = {2008}
}
@inproceedings{DBLP:conf/csc/SchmutzDW08,
  author       = {Alban Schmutz and
                  Jean{-}Marie Davesnes and
                  Sonia Waharte},
  title        = {Strategic and Economic Study of Scientific Computing Software},
  booktitle    = {{CSC}},
  pages        = {291--297},
  publisher    = {{CSREA} Press},
  year         = {2008}
}
@inproceedings{DBLP:conf/eScience/DubeyNKS08,
  author       = {Abhishek Dubey and
                  Sandeep Neema and
                  Jim Kowalkowski and
                  Amitoj Singh},
  title        = {Scientific Computing Autonomic Reliability Framework},
  booktitle    = {eScience},
  pages        = {352--353},
  publisher    = {{IEEE} Computer Society},
  year         = {2008}
}
@inproceedings{DBLP:conf/eScience/HoffaMFDKBG08,
  author       = {Christina Hoffa and
                  Gaurang Mehta and
                  Timothy Freeman and
                  Ewa Deelman and
                  Kate Keahey and
                  G. Bruce Berriman and
                  John Good},
  title        = {On the Use of Cloud Computing for Scientific Workflows},
  booktitle    = {eScience},
  pages        = {640--645},
  publisher    = {{IEEE} Computer Society},
  year         = {2008}
}
@inproceedings{DBLP:conf/ecoopw/DavisS08,
  author       = {Kei Davis and
                  J{\"{o}}rg Striegnitz},
  title        = {Parallel/High-Performance Object-Oriented Scientific Computing: Today's
                  Research, Tomorrow's Practice},
  booktitle    = {{ECOOP} Workshops},
  series       = {Lecture Notes in Computer Science},
  volume       = {5475},
  pages        = {104--115},
  publisher    = {Springer},
  year         = {2008}
}
@inproceedings{DBLP:conf/euc/KhaneghahMS08,
  author       = {Ehsan Mousavi Khaneghah and
                  Seyedeh Leili Mirtaheri and
                  Mohsen Sharifi},
  title        = {Evaluating the Effect of Inter Process Communication Efficiency on
                  High Performance Distributed Scientific Computing},
  booktitle    = {{EUC} {(1)}},
  pages        = {366--372},
  publisher    = {{IEEE} Computer Society},
  year         = {2008}
}
@inproceedings{DBLP:conf/fpt/SanoNAY08,
  author       = {Kentaro Sano and
                  Takeshi Nishikawa and
                  Takayuki Aoki and
                  Satoru Yamamoto},
  title        = {Evaluating power and energy consumption of FPGA-based custom computing
                  machines for scientific floating-point computation},
  booktitle    = {{FPT}},
  pages        = {301--304},
  publisher    = {{IEEE}},
  year         = {2008}
}
@inproceedings{DBLP:conf/gridnets/XiaoWC08,
  author       = {Haili Xiao and
                  Hong Wu and
                  Xuebin Chi},
  title        = {{SCE:} Grid Environment for Scientific Computing},
  booktitle    = {GridNets},
  series       = {Lecture Notes of the Institute for Computer Sciences, Social Informatics
                  and Telecommunications Engineering},
  volume       = {2},
  pages        = {35--42},
  publisher    = {Springer},
  year         = {2008}
}
@inproceedings{DBLP:conf/hpc/DeelmanBJKLS08,
  author       = {Ewa Deelman and
                  G. Bruce Berriman and
                  Gideon Juve and
                  Yang{-}Suk Kee and
                  Miron Livny and
                  Gurmeet Singh},
  title        = {Clouds: An Opportunity for Scientific Applications?},
  booktitle    = {High Performance Computing Workshop},
  series       = {Advances in Parallel Computing},
  volume       = {18},
  pages        = {192--215},
  publisher    = {{IOS} Press},
  year         = {2008}
}
@inproceedings{DBLP:conf/hpcc/WangTKCKK08,
  author       = {Lizhe Wang and
                  Jie Tao and
                  Marcel Kunze and
                  Alvaro Canales Castellanos and
                  David Kramer and
                  Wolfgang Karl},
  title        = {Scientific Cloud Computing: Early Definition and Experience},
  booktitle    = {{HPCC}},
  pages        = {825--830},
  publisher    = {{IEEE} Computer Society},
  year         = {2008}
}
@inproceedings{DBLP:conf/icpp/ArmstrongE08,
  author       = {Brian Armstrong and
                  Rudolf Eigenmann},
  title        = {Application of Automatic Parallelization to Modern Challenges of Scientific
                  Computing Industries},
  booktitle    = {{ICPP}},
  pages        = {279--286},
  publisher    = {{IEEE} Computer Society},
  year         = {2008}
}
@inproceedings{DBLP:conf/imcsit/MaciolB08,
  author       = {Pawel Maciol and
                  Krzysztof Banas},
  title        = {Testing Tesla architecture for scientific computing: The performance
                  of matrix-vector product},
  booktitle    = {{IMCSIT}},
  pages        = {285--291},
  publisher    = {{IEEE}},
  year         = {2008}
}
@inproceedings{DBLP:conf/ipps/Pan08,
  author       = {Yi Pan},
  title        = {Scientific computing on public computing platforms - practices and
                  experiences},
  booktitle    = {{IPDPS}},
  pages        = {1},
  publisher    = {{IEEE}},
  year         = {2008}
}
@inproceedings{DBLP:conf/isbi/Luebke08,
  author       = {David P. Luebke},
  title        = {{CUDA:} Scalable parallel programming for high-performance scientific
                  computing},
  booktitle    = {{ISBI}},
  pages        = {836--838},
  publisher    = {{IEEE}},
  year         = {2008}
}
@inproceedings{DBLP:conf/ispa/MirtaheriKSA08,
  author       = {Seyedeh Leili Mirtaheri and
                  Ehsan Mousavi Khaneghah and
                  Mohsen Sharifi and
                  Mohammad Abdollahi Azgomi},
  title        = {The Influence of Efficient Message Passing Mechanisms on High Performance
                  Distributed Scientific Computing},
  booktitle    = {{ISPA}},
  pages        = {663--668},
  publisher    = {{IEEE} Computer Society},
  year         = {2008}
}
@inproceedings{DBLP:conf/ispass/ZhangYWRLDY08,
  author       = {Ying Zhang and
                  Xuejun Yang and
                  Guibin Wang and
                  Ian Rogers and
                  Gen Li and
                  Yu Deng and
                  Xiaobo Yan},
  title        = {Scientific Computing Applications on a Stream Processor},
  booktitle    = {{ISPASS}},
  pages        = {105--114},
  publisher    = {{IEEE} Computer Society},
  year         = {2008}
}
@inproceedings{DBLP:conf/ispdc/Mokhov08,
  author       = {Serguei A. Mokhov},
  title        = {Towards Security Hardening of Scientific Demand-Driven and Pipelined
                  Distributed Computing Systems},
  booktitle    = {{ISPDC}},
  pages        = {375--382},
  publisher    = {{IEEE} Computer Society},
  year         = {2008}
}
@inproceedings{DBLP:conf/npc/TangSHD08,
  author       = {Hong Tang and
                  Rui She and
                  Chen He and
                  Yusheng Dou},
  title        = {Construction and Application of Linux Virtual Server Cluster for Scientific
                  Computing},
  booktitle    = {{NPC} Workshops},
  pages        = {287--289},
  publisher    = {{IEEE} Computer Society},
  year         = {2008}
}
@inproceedings{DBLP:conf/pdpta/CedresG08,
  author       = {David B. Cedr{\'{e}}s and
                  Eric Gamess},
  title        = {{ECL} Experiments Control Language for Scientific Computing},
  booktitle    = {{PDPTA}},
  pages        = {47--51},
  publisher    = {{CSREA} Press},
  year         = {2008}
}
@inproceedings{DBLP:conf/saicsit/Hazelhurst08,
  author       = {Scott Hazelhurst},
  title        = {Scientific computing using virtual high-performance computing: a case
                  study using the Amazon elastic computing cloud},
  booktitle    = {{SAICSIT}},
  series       = {{ACM} International Conference Proceeding Series},
  volume       = {338},
  pages        = {94--103},
  publisher    = {{ACM}},
  year         = {2008}
}
@incollection{DBLP:series/springer/CourellisKCCFKLPSTV08,
  author       = {Spiros H. Courellis and
                  Katherine A. Kantardjieff and
                  Robert Chun and
                  Kimberly Cousins and
                  Patrick Fleming and
                  Nicholas Kioussis and
                  Brooke Lustig and
                  Dragutin Petkovic and
                  Shantanu Sharma and
                  William Thibault and
                  Farmaraz Valafar},
  title        = {The {G2} Project: Establishing {A} {CSU} "Grand Grid" for Scientific
                  Computing in Research and Education},
  booktitle    = {Innovative Techniques in Instruction Technology, E-learning, E-assessment,
                  and Education},
  pages        = {505--508},
  publisher    = {Springer},
  year         = {2008}
}
@proceedings{DBLP:conf/csc/2008,
  editor       = {Hamid R. Arabnia},
  title        = {Proceedings of the 2008 International Conference on Scientific Computing,
                  {CSC} 2008, July 14-17, 2008, Las Vegas, Nevada, {USA}},
  publisher    = {{CSREA} Press},
  year         = {2008}
}
@proceedings{DBLP:conf/hpsc/2006,
  editor       = {Hans Georg Bock and
                  Ekaterina A. Kostina and
                  Hoang Xuan Phu and
                  Rolf Rannacher},
  title        = {Modeling, Simulation and Optimization of Complex Processes, Proceedings
                  of the Third International Conference on High Performance Scientific
                  Computing, March 6-10, 2006, Hanoi, Vietnam},
  publisher    = {Springer},
  year         = {2008}
}
@proceedings{DBLP:conf/lssc/2007,
  editor       = {Ivan Lirkov and
                  Svetozar Margenov and
                  Jerzy Wasniewski},
  title        = {Large-Scale Scientific Computing, 6th International Conference, {LSSC}
                  2007, Sozopol, Bulgaria, June 5-9, 2007. Revised Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {4818},
  publisher    = {Springer},
  year         = {2008}
}
@proceedings{DBLP:conf/synasc/2008,
  editor       = {Viorel Negru and
                  Tudor Jebelean and
                  Dana Petcu and
                  Daniela Zaharie},
  title        = {{SYNASC} 2008, 10th International Symposium on Symbolic and Numeric
                  Algorithms for Scientific Computing, Timisoara, Romania, 26-29 September
                  2008},
  publisher    = {{IEEE} Computer Society},
  year         = {2008}
}
@article{DBLP:journals/corr/abs-0810-3453,
  author       = {Douglas P. Benjamin},
  title        = {Grid Computing in the Collider Detector at Fermilab {(CDF)} scientific
                  experiment},
  journal      = {CoRR},
  volume       = {abs/0810.3453},
  year         = {2008}
}
@book{DBLP:books/lib/PressTVF07,
  author       = {William H. Press and
                  Saul A. Teukolsky and
                  William T. Vetterling and
                  Brian P. Flannery},
  title        = {Numerical recipes: the art of scientific computing, 3rd Edition},
  publisher    = {Cambridge University Press},
  year         = {2007}
}
@book{DBLP:books/sp/ProdanF2007,
  author       = {Radu Prodan and
                  Thomas Fahringer},
  title        = {Grid Computing, Experiment Management, Tool Integration, and Scientific
                  Workflows},
  series       = {Lecture Notes in Computer Science},
  volume       = {4340},
  publisher    = {Springer},
  year         = {2007}
}
@article{DBLP:journals/concurrency/Bernholdt07,
  author       = {David E. Bernholdt},
  title        = {Special Issue: Component and Framework Technology in High-Performance
                  and Scientific Computing},
  journal      = {Concurr. Comput. Pract. Exp.},
  volume       = {19},
  number       = {5},
  pages        = {571--572},
  year         = {2007}
}
@article{DBLP:journals/cphysics/Nilsen07,
  author       = {Jon K. Nilsen},
  title        = {Python in scientific computing: Applications to Bose-Einstein condensates},
  journal      = {Comput. Phys. Commun.},
  volume       = {177},
  number       = {1-2},
  pages        = {45},
  year         = {2007}
}
@article{DBLP:journals/cse/KindratenkoSB07,
  author       = {Volodymyr V. Kindratenko and
                  Craig P. Steffen and
                  Robert J. Brunner},
  title        = {Accelerating Scientific Applications with Reconfigurable Computing:
                  Getting Started},
  journal      = {Comput. Sci. Eng.},
  volume       = {9},
  number       = {5},
  pages        = {70--77},
  year         = {2007}
}
@article{DBLP:journals/cse/Oliphant07,
  author       = {Travis E. Oliphant},
  title        = {Python for Scientific Computing},
  journal      = {Comput. Sci. Eng.},
  volume       = {9},
  number       = {3},
  pages        = {10--20},
  year         = {2007}
}
@article{DBLP:journals/cse/PerezG07,
  author       = {Fernando P{\'{e}}rez and
                  Brian E. Granger},
  title        = {IPython: {A} System for Interactive Scientific Computing},
  journal      = {Comput. Sci. Eng.},
  volume       = {9},
  number       = {3},
  pages        = {21--29},
  year         = {2007}
}
@article{DBLP:journals/ijpp/WilliamsSOKHY07,
  author       = {Samuel Williams and
                  John Shalf and
                  Leonid Oliker and
                  Shoaib Kamil and
                  Parry Husbands and
                  Katherine A. Yelick},
  title        = {Scientific Computing Kernels on the Cell Processor},
  journal      = {Int. J. Parallel Program.},
  volume       = {35},
  number       = {3},
  pages        = {263--298},
  year         = {2007}
}
@article{DBLP:journals/smr/ErwigFP07,
  author       = {Martin Erwig and
                  Zhe Fu and
                  Ben Pflaum},
  title        = {Parametric Fortran: program generation in scientific computing},
  journal      = {J. Softw. Maintenance Res. Pract.},
  volume       = {19},
  number       = {3},
  pages        = {155--182},
  year         = {2007}
}
@article{DBLP:journals/software/Kelly07,
  author       = {Diane Kelly},
  title        = {A Software Chasm: Software Engineering and Scientific Computing},
  journal      = {{IEEE} Softw.},
  volume       = {24},
  number       = {6},
  pages        = {118--120},
  year         = {2007}
}
@article{DBLP:journals/sp/NortonDSG07,
  author       = {Charles D. Norton and
                  Viktor K. Decyk and
                  Boleslaw K. Szymanski and
                  Henry J. Gardner},
  title        = {The transition and adoption to modern programming concepts for scientific
                  computing in Fortran},
  journal      = {Sci. Program.},
  volume       = {15},
  number       = {1},
  pages        = {27--44},
  year         = {2007}
}
@inproceedings{DBLP:conf/aaaiss/YancoKMS07,
  author       = {Holly A. Yanco and
                  Hyun Ju Kim and
                  Fred G. Martin and
                  Linda Silka},
  title        = {Artbotics: Combining Art and Robotics to Broaden Participation in
                  Computing},
  booktitle    = {{AAAI} Spring Symposium: Semantic Scientific Knowledge Integration},
  pages        = {192},
  publisher    = {{AAAI}},
  year         = {2007}
}
@inproceedings{DBLP:conf/cf/Chavarria-MirandaM07,
  author       = {Daniel G. Chavarr{\'{\i}}a{-}Miranda and
                  Andr{\`{e}}s M{\'{a}}rquez},
  title        = {Assessing the potential of hybrid hpc systems for scientific applications:
                  a case study},
  booktitle    = {Conf. Computing Frontiers},
  pages        = {173--182},
  publisher    = {{ACM}},
  year         = {2007}
}
@inproceedings{DBLP:conf/cf/KamilPGLOS07,
  author       = {Shoaib Kamil and
                  Ali Pinar and
                  Daniel K. Gunter and
                  Michael Lijewski and
                  Leonid Oliker and
                  John Shalf},
  title        = {Reconfigurable hybrid interconnection for static and dynamic scientific
                  applications},
  booktitle    = {Conf. Computing Frontiers},
  pages        = {183--194},
  publisher    = {{ACM}},
  year         = {2007}
}
@inproceedings{DBLP:conf/cf/NieplochaMFCCSB07,
  author       = {Jarek Nieplocha and
                  Andr{\`{e}}s M{\'{a}}rquez and
                  John Feo and
                  Daniel G. Chavarr{\'{\i}}a{-}Miranda and
                  George Chin Jr. and
                  Chad Scherrer and
                  Nathaniel Beagley},
  title        = {Evaluating the potential of multithreaded platforms for irregular
                  scientific computations},
  booktitle    = {Conf. Computing Frontiers},
  pages        = {47--58},
  publisher    = {{ACM}},
  year         = {2007}
}
@inproceedings{DBLP:conf/cmg/McGalliardS07,
  author       = {James W. McGalliard and
                  Carrie Spear},
  title        = {A Queue Simulation Tool for a High Performance Scientific Computing
                  Center},
  booktitle    = {Int. {CMG} Conference},
  pages        = {535--546},
  publisher    = {Computer Measurement Group},
  year         = {2007}
}
@inproceedings{DBLP:conf/compsac/Cai07,
  author       = {Kai{-}Yuan Cai},
  title        = {Non-Functional Computing: Towards a More Scientific Treatment to Non-Functional
                  Requirements},
  booktitle    = {{COMPSAC} {(2)}},
  pages        = {493--494},
  publisher    = {{IEEE} Computer Society},
  year         = {2007}
}
@inproceedings{DBLP:conf/ersa/Prasanna07,
  author       = {Viktor K. Prasanna},
  title        = {Scientific Computing using Reconfigurable Hardware},
  booktitle    = {{ERSA}},
  pages        = {13},
  publisher    = {{CSREA} Press},
  year         = {2007}
}
@inproceedings{DBLP:conf/grc/ZhangZ07,
  author       = {Wen{-}Ran Zhang and
                  Justin Zhan},
  title        = {A Scientific Decoding of YinYang 1-2-4-8-64 for Equilibrium-Based
                  Granular Computing},
  booktitle    = {GrC},
  pages        = {28--31},
  publisher    = {{IEEE} Computer Society},
  year         = {2007}
}
@inproceedings{DBLP:conf/hinc/NykanenA07,
  author       = {Panu Nyk{\"{a}}nen and
                  Hans E. Andersin},
  title        = {Scientific Computers at the Helsinki University of Technology during
                  the Post Pioneering Stage},
  booktitle    = {History of Nordic Computing},
  series       = {{IFIP} Advances in Information and Communication Technology},
  volume       = {303},
  pages        = {116--120},
  publisher    = {Springer},
  year         = {2007}
}
@inproceedings{DBLP:conf/hipc/WenWZWYX07,
  author       = {Mei Wen and
                  Nan Wu and
                  Chunyuan Zhang and
                  Wei Wu and
                  Qianming Yang and
                  Changqing Xun},
  title        = {{FT64:} Scientific Computing with Streams},
  booktitle    = {HiPC},
  series       = {Lecture Notes in Computer Science},
  volume       = {4873},
  pages        = {209--220},
  publisher    = {Springer},
  year         = {2007}
}
@inproceedings{DBLP:conf/hpdc/KangasharjuT07,
  author       = {Jaakko Kangasharju and
                  Sasu Tarkoma},
  title        = {Benefits of alternate {XML} serialization formats in scientific computing},
  booktitle    = {SOCP@HPDC},
  pages        = {23--30},
  publisher    = {{ACM}},
  year         = {2007}
}
@inproceedings{DBLP:conf/ica3pp/ZhangLYZ07,
  author       = {Ying Zhang and
                  Gen Li and
                  Xuejun Yang and
                  Kun Zeng},
  title        = {Optimizing Stream Organization to Improve the Performance of Scientific
                  Computing Applications on the Stream Processor},
  booktitle    = {{ICA3PP}},
  series       = {Lecture Notes in Computer Science},
  volume       = {4494},
  pages        = {198--209},
  publisher    = {Springer},
  year         = {2007}
}
@inproceedings{DBLP:conf/iccS/ZhangLY07,
  author       = {Ying Zhang and
                  Gen Li and
                  Xuejun Yang},
  title        = {Recognition and Optimization of Loop-Carried Stream Reusing of Scientific
                  Computing Applications on the Stream Processor},
  booktitle    = {International Conference on Computational Science {(1)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {4487},
  pages        = {474--481},
  publisher    = {Springer},
  year         = {2007}
}
@inproceedings{DBLP:conf/icsoft/HeinzlSS07,
  author       = {Ren{\'{e}} Heinzl and
                  Philipp Schwaha and
                  Siegfried Selberherr},
  title        = {Modern Concepts for High-Perfomance Scientific Computing - Library
                  Centric Application Design},
  booktitle    = {{ICSOFT} {(SE)}},
  pages        = {100--107},
  publisher    = {{INSTICC} Press},
  year         = {2007}
}
@inproceedings{DBLP:conf/icsoft/HeinzlSSS07,
  author       = {Ren{\'{e}} Heinzl and
                  Philipp Schwaha and
                  Franz Stimpfl and
                  Siegfried Selberherr},
  title        = {Concepts for High-Perfomance Scientific Computing},
  booktitle    = {{ICSOFT/ENASE} (Selected Papers)},
  series       = {Communications in Computer and Information Science},
  volume       = {22},
  pages        = {89--100},
  publisher    = {Springer},
  year         = {2007}
}
@inproceedings{DBLP:conf/icsoft/SchwahaSHUS07,
  author       = {Philipp Schwaha and
                  Markus Schwaha and
                  Ren{\'{e}} Heinzl and
                  Enzo Ungersboeck and
                  Siegfried Selberherr},
  title        = {Simulation Methodologies for Scientific Computing - Modern Application
                  Design},
  booktitle    = {{ICSOFT} {(SE)}},
  pages        = {270--276},
  publisher    = {{INSTICC} Press},
  year         = {2007}
}
@inproceedings{DBLP:conf/ifip12/ZhaoX07,
  author       = {Gang Zhao and
                  Liangxi Xie},
  title        = {Research on Kinematics Simulation of Parameterized Mechanism Based
                  on Visualization in Scientific Computing},
  booktitle    = {{CCTA}},
  series       = {{IFIP} Advances in Information and Communication Technology},
  volume       = {259},
  pages        = {1193--1203},
  publisher    = {Springer},
  year         = {2007}
}
@inproceedings{DBLP:conf/middleware/Walker07,
  author       = {Edward Walker},
  title        = {Creating Private Network Overlays for High Performance Scientific
                  Computing},
  booktitle    = {Middleware},
  series       = {Lecture Notes in Computer Science},
  volume       = {4834},
  pages        = {204--222},
  publisher    = {Springer},
  year         = {2007}
}
@inproceedings{DBLP:conf/parco/BellettiCCFGMMMMSNGRRSSTTV07,
  author       = {Francesco Belletti and
                  Maria Cotallo and
                  Andres Cruz Flor and
                  Luis Antonio Fernandez and
                  Antonio Gordillo and
                  Andrea Maiorano and
                  Filippo Mantovani and
                  Enzo Marinari and
                  Victor Martin{-}Mayor and
                  Antonio Munoz Sudupe and
                  Denis Navarro and
                  Sergio Perez Gaviro and
                  Mauro Rossi and
                  Juan Jesus Ruiz{-}Lorenzo and
                  Sebastiano Fabio Schifano and
                  Daniele Sciretti and
                  Alfonso Taranc{\'{o}}n and
                  Raffaele Tripiccione and
                  Jose Luis Velasco},
  title        = {{IANUS:} Scientific Computing on an FPGA-Based Architecture},
  booktitle    = {{PARCO}},
  series       = {Advances in Parallel Computing},
  volume       = {15},
  pages        = {553--560},
  publisher    = {{IOS} Press},
  year         = {2007}
}
@inproceedings{DBLP:conf/ppam/AkzhalovaA07,
  author       = {Assel Zh. Akzhalova and
                  Daniar Y. Aizhulov},
  title        = {Web Portal to Make Large-Scale Scientific Computations Based on Grid
                  Computing and {MPI}},
  booktitle    = {{PPAM}},
  series       = {Lecture Notes in Computer Science},
  volume       = {4967},
  pages        = {888--893},
  publisher    = {Springer},
  year         = {2007}
}
@inproceedings{DBLP:conf/sc/MakinoHI07,
  author       = {Junichiro Makino and
                  Kei Hiraki and
                  Mary Inaba},
  title        = {{GRAPE-DR:} 2-Pflops massively-parallel computer with 512-core, 512-Gflops
                  processor chips for scientific computing},
  booktitle    = {{SC}},
  pages        = {18},
  publisher    = {{ACM} Press},
  year         = {2007}
}
@incollection{DBLP:books/sp/07/FahringerPDHNNPQSTVW07,
  author       = {Thomas Fahringer and
                  Radu Prodan and
                  Rubing Duan and
                  J{\"{u}}rgen Hofer and
                  Farrukh Nadeem and
                  Francesco Nerieri and
                  Stefan Podlipnig and
                  Jun Qin and
                  Mumtaz Siddiqui and
                  Hong Linh Truong and
                  Alex Villaz{\'{o}}n and
                  Marek Wieczorek},
  title        = {{ASKALON:} {A} Development and Grid Computing Environment for Scientific
                  Workflows},
  booktitle    = {Workflows for e-Science, Scientific Workflows for Grids},
  pages        = {450--471},
  publisher    = {Springer},
  year         = {2007}
}
@book{DBLP:books/ws/BMW07,
  editor       = {Sanghamitra Bandyopadhyay and
                  Ujjwal Maulik and
                  Jason Tsong{-}Li Wang},
  title        = {Analysis of Biological Data: {A} Soft Computing Approach},
  series       = {Science, Engineering, and Biology Informatics},
  volume       = {3},
  publisher    = {World Scientific},
  year         = {2007}
}
@proceedings{DBLP:conf/casc/2007,
  editor       = {Victor G. Ganzha and
                  Ernst W. Mayr and
                  Evgenii V. Vorozhtsov},
  title        = {Computer Algebra in Scientific Computing, 10th International Workshop,
                  {CASC} 2007, Bonn, Germany, September 16-20, 2007, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4770},
  publisher    = {Springer},
  year         = {2007}
}
@proceedings{DBLP:conf/csc/2007,
  editor       = {Hamid R. Arabnia and
                  Jack Y. Yang and
                  Mary Qu Yang},
  title        = {Proceedings of the 2007 International Conference on Scientific Computing,
                  {CSC} 2007, June 25-28, 2007, Las Vegas, Nevada, {USA}},
  publisher    = {{CSREA} Press},
  year         = {2007}
}
@proceedings{DBLP:conf/para/2006,
  editor       = {Bo K{\aa}gstr{\"{o}}m and
                  Erik Elmroth and
                  Jack J. Dongarra and
                  Jerzy Wasniewski},
  title        = {Applied Parallel Computing. State of the Art in Scientific Computing,
                  8th International Workshop, {PARA} 2006, Ume{\aa}, Sweden, June 18-21,
                  2006, Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {4699},
  publisher    = {Springer},
  year         = {2007}
}
@proceedings{DBLP:conf/synasc/2007,
  editor       = {Viorel Negru and
                  Tudor Jebelean and
                  Dana Petcu and
                  Daniela Zaharie},
  title        = {Proceedings of the Ninth International Symposium on Symbolic and Numeric
                  Algorithms for Scientific Computing, {SYNASC} 2007, Timisoara, Romania,
                  September 26-29, 2007},
  publisher    = {{IEEE} Computer Society},
  year         = {2007}
}
@incollection{DBLP:reference/crc/AluruS07,
  author       = {Srinivas Aluru and
                  Sudip Seal},
  title        = {Spatial Domain Decomposition Methods in Parallel Scientific Computing},
  booktitle    = {Handbook of Parallel Computing},
  publisher    = {Chapman and Hall/CRC},
  year         = {2007}
}
@article{DBLP:journals/corr/abs-0710-3535,
  author       = {Francesco Belletti and
                  Maria Cotallo and
                  Andres Cruz Flor and
                  Luis Antonio Fernandez and
                  Antonio Gordillo and
                  Andrea Maiorano and
                  Filippo Mantovani and
                  Enzo Marinari and
                  Victor Martin{-}Mayor and
                  Antonio Munoz Sudupe and
                  Denis Navarro and
                  Sergio Perez Gaviro and
                  Mauro Rossi and
                  Juan Jesus Ruiz{-}Lorenzo and
                  Sebastiano Fabio Schifano and
                  Daniele Sciretti and
                  Alfonso Taranc{\'{o}}n and
                  Raffaele Tripiccione and
                  Jose Luis Velasco},
  title        = {{IANUS:} an FPGA-based System for High Performance Scientific Computing},
  journal      = {CoRR},
  volume       = {abs/0710.3535},
  year         = {2007}
}
@phdthesis{DBLP:phd/us/Damevski06,
  author       = {Kostadin Damevski},
  title        = {Component Model Interoperability for Scientific Computing},
  school       = {University of Utah, {USA}},
  year         = {2006}
}
@article{DBLP:journals/computer/ChinSGKWS06,
  author       = {George Chin Jr. and
                  Eric G. Stephan and
                  Debbie K. Gracio and
                  Olga A. Kuchar and
                  Paul D. Whitney and
                  Karen Schuchardt},
  title        = {Developing Concept-Based User Interfaces for Scientific Computing},
  journal      = {Computer},
  volume       = {39},
  number       = {9},
  pages        = {26--34},
  year         = {2006}
}
@article{DBLP:journals/concurrency/ArmstrongKMPASED06,
  author       = {Robert C. Armstrong and
                  Gary Kumfert and
                  Lois C. McInnes and
                  Steven G. Parker and
                  Benjamin A. Allan and
                  Matthew J. Sottile and
                  Thomas Epperly and
                  Tamara Dahlgren},
  title        = {The {CCA} component model for high-performance scientific computing},
  journal      = {Concurr. Comput. Pract. Exp.},
  volume       = {18},
  number       = {2},
  pages        = {215--229},
  year         = {2006}
}
@article{DBLP:journals/concurrency/RasmussenSSM06,
  author       = {Craig Edward Rasmussen and
                  Matthew J. Sottile and
                  Sameer Shende and
                  Allen D. Malony},
  title        = {Bridging the language gap in scientific computing: the Chasm approach},
  journal      = {Concurr. Comput. Pract. Exp.},
  volume       = {18},
  number       = {2},
  pages        = {151--162},
  year         = {2006}
}
@article{DBLP:journals/cphysics/BrzuszekD06,
  author       = {Marcin Brzuszek and
                  Andrzej Daniluk},
  title        = {Multithreaded transactions in scientific computing: New versions of
                  a computer program for kinematical calculations of {RHEED} intensity
                  oscillations},
  journal      = {Comput. Phys. Commun.},
  volume       = {175},
  number       = {10},
  pages        = {678--681},
  year         = {2006}
}
@article{DBLP:journals/fgcs/JonesNPY06,
  author       = {Mark T. Jones and
                  Zahi Nakad and
                  Paul E. Plassmann and
                  Yanhua Yi},
  title        = {The use of configurable computing for computational kernels in scientific
                  simulations},
  journal      = {Future Gener. Comput. Syst.},
  volume       = {22},
  number       = {1-2},
  pages        = {67--79},
  year         = {2006}
}
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