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ORCID14. Conference On Computing Frontiers 2017: Siena, Italy
- Proceedings of the Computing Frontiers Conference, CF'17, Siena, Italy, May 15-17, 2017. ACM 2017, ISBN 978-1-4503-4487-6
Keynotes
- Mateo Valero:
Runtime Aware Architectures. - Mark Robins:
The Future of Deep Learning: Challenges & Solutions.
Programming Systems
- Arthur Stoutchinin, Luca Benini
:
Stream Drive: A Dynamic Dataflow Framework For Clustered Embedded Architectures. 1-8 - Heng Yu, Yajun Ha, Jing Wang:
Quality Optimization of Resilient Applications under Temperature Constraints. 9-16 - Ulrich Finkler, Hubertus Franke, David S. Kung:
DYCE: A Resilient Shared Memory Paradigm for Heterogenous Distributed Systems without Memory Coherence. 17-26
Trusted Execution
- Jun Zhang, Rui Hou, Junfeng Fan, Ke Liu, Lixin Zhang, Sally A. McKee:
RAGuard: A Hardware Based Mechanism for Backward-Edge Control-Flow Integrity. 27-34 - Hongliang Tian, Yong Zhang, Chunxiao Xing, Shoumeng Yan:
SGXKernel: A Library Operating System Optimized for Intel SGX. 35-44 - Francis B. Moreira, Matthias Diener, Philippe O. A. Navaux, Israel Koren:
Data mining the memory access stream to detect anomalous application behavior. 45-52
Applications at the Frontier
- Matthew W. Moskewicz, Ali Jannesari, Kurt Keutzer:
Boda: A Holistic Approach for Implementing Neural Network Computations. 53-62 - Guillaume Chapuis, Hristo N. Djidjev, Georg Hahn, Guillaume Rizk:
Finding Maximum Cliques on a Quantum Annealer. 63-70 - Xun Wei, Fan Jiang, Feng Wei, Jiekui Zhang, Weiwei Liao, Shaoyin Cheng:
An Ensemble Model for Diabetes Diagnosis in Large-scale and Imbalanced Dataset. 71-78 - Daniele Palossi, Andres Gomez, Stefan Draskovic, Kevin Keller, Luca Benini, Lothar Thiele:
Self-Sustainability in Nano Unmanned Aerial Vehicles: A Blimp Case Study. 79-88
GPUs & Accelerators
- Daniele Buono, Fausto Artico, Fabio Checconi, Jee W. Choi, Xinyu Que, Lars Schneidenbach:
Data Analytics with NVLink: An SpMV Case Study. 89-96 - Xiaodong Yu, Hao Wang, Wu-chun Feng, Hao Gong, Guohua Cao:
An Enhanced Image Reconstruction Tool for Computed Tomography on CPUs. 97-106 - Kaixi Hou, Hao Wang, Wu-chun Feng:
GPU-UniCache: Automatic Code Generation of Spatial Blocking for Stencils on CPUs. 107-116 - Xi Yang, Jianbin Fang, Jing Chen, Chengkun Wu, Tao Tang, Kai Lu:
High Performance Coordinate Descent Matrix Factorization for Recommender Systems. 117-126 - Mireya Paredes, Graham D. Riley, Mikel Luján:
Vectorization of Hybrid Breadth First Search on the Intel Xeon Phi. 127-135
Cloud Computing & Virtualization
- Ronny Bazan Antequera, Prasad Calyam, Arjun Ankathatti Chandrashekara, Shivoam Malhotra:
Recommending Resources to Cloud Applications based on Custom Templates Composition. 136-145 - Amit Rama Akula, Prasad Calyam, Ronny Bazan Antequera, Raymond E. Leto:
Advanced Manufacturing Collaboration in a Cloud-based App Marketplace. 146-155 - Yan Sui, Chun Yang, Xu Cheng:
Understanding the I/O Behavior of Desktop Applications in Virtualization. 156-163
Runtime Techniques
- Shuai Che, Marc S. Orr, Jonathan Gallmeier:
Work Stealing in a Shared Virtual-Memory Heterogeneous Environment: A Case Study with Betweenness Centrality. 164-173 - Joshua Landwehr, Joshua Suetterlein, Joseph B. Manzano, Andrés Márquez, Kevin J. Barker, Guang R. Gao:
Designing Scalable Distributed Memory Models: A Case Study. 174-182
Compiler & Scheduling Techniques
- Norman A. Rink, Jerónimo Castrillón:
Trading Fault Tolerance for Performance in AN Encoding. 183-190 - Yukinori Sato, Tomoya Yuki, Toshio Endo:
ExanaDBT: A Dynamic Compilation System for Transparent Polyhedral Optimizations at Runtime. 191-200 - Peter Thoman, Peter Zangerl, Thomas Fahringer:
Task-parallel Runtime System Optimization Using Static Compiler Analysis. 201-210 - Mehdi Alipour, Trevor E. Carlson, Stefanos Kaxiras:
Exploring the Performance Limits of Out-of-order Commit. 211-220
Memory Performance
- Matthias Diener, Eduardo H. M. Cruz, Marco A. Z. Alves, Edson Borin, Philippe O. A. Navaux:
Optimizing memory affinity with a hybrid compiler/OS approach. 221-229 - Qi Yu, Libo Huang, Cheng Qian, Zhiying Wang:
BC-AMAT: Considering Blocked Time in Memory System Measurement. 230-236 - Gianfranco Bilardi, Kattamuri Ekanadham, Pratap Pattnaik:
Optimal On-Line Computation of Stack Distances for MIN and OPT. 237-246
Short Papers
- Sudheer Chunduri, Prasanna Balaprakash, Vitali A. Morozov, Venkatram Vishwanath, Kalyan Kumaran:
Analytical Performance Modeling and Validation of Intel's Xeon Phi Architecture. 247-250 - Mwaffaq Otoom, Aamer Jaleel, Pedro Trancoso:
Using Personality Metrics to Improve Cache Interference Management in Multicore Processors. 251-254 - Dawen Xu, Yi Liao, Ying Wang, Huawei Li, Xiaowei Li:
Selective off-loading to Memory: Task Partitioning and Mapping for PIM-enabled Heterogeneous Systems. 255-258 - Ignacio Heredia:
Large-Scale Plant Classification with Deep Neural Networks. 259-262 - P. Chris Broekema, Damiaan R. Twelker, Daniel Filipe Cabaça Romão, Paola Grosso, Rob V. van Nieuwpoort, Henri E. Bal:
Software-defined networks in large-scale radio telescopes. 263-266 - JooYoung Lee, Konstantin Lopatin, Rasheed Hussain, Waqas Nawaz:
Evolution of Friendship: a case study of MobiClique. 267-270 - Ao Mo-Hellenbrand, Isaías A. Comprés Ureña, Oliver Meister, Hans-Joachim Bungartz, Michael Gerndt, Michael Bader:
A Large-Scale Malleable Tsunami Simulation Realized on an Elastic MPI Infrastructure. 271-274 - Daniele De Martini, Guido Benetti, Filippo Cipolla, Davide Caprino, Marco L. Della Vedova, Tullio Facchinetti:
Peak load optimization through 2-dimensional packing and multi-processor real-time scheduling. 275-278 - Gabor Kecskemeti, Attila Kertész, Zsolt Németh:
Cloud Workload Prediction by Means of Simulations. 279-282 - Jeff Anderson, Tarek A. El-Ghazawi:
Hardware Support for Secure Stream Processing in Cloud Environments. 283-286 - Alberto Scionti, Somnath Mazumdar:
Let's Go: a Data-Driven Multi-Threading Support. 287-290 - Yasunao Katayama:
Brain-Inspired Memory Architecture for Sparse Nonlocal and Unstructured Workloads. 291-294 - Daniel Oliveira, Vinicius Fratin, Philippe Olivier Alexandre Navaux, Israel Koren, Paolo Rech:
CAROL-FI: an Efficient Fault-Injection Tool for Vulnerability Evaluation of Modern HPC Parallel Accelerators. 295-298
Special Session on Collaborative Projects
- Tim Llewellynn, Maria del Milagro Fernández-Carrobles, Oscar Déniz, Samuel Fricker, Amos J. Storkey, Nuria Pazos, Gordana Velikic, Kirsten Leufgen, Rozenn Dahyot, Sebastian Koller, Georgios I. Goumas, Peter Leitner, Ganesh Dasika, Lei Wang, Kurt Tutschku:
BONSEYES: Platform for Open Development of Systems of Artificial Intelligence: Invited paper. 299-304 - Alessandra Bagnato, Regina Krisztina Bíró, Dario Bonino, Claudio Pastrone, Wilfried Elmenreich, René Reiners, Melanie Schranz, Edin Arnautovic:
Designing Swarms of Cyber-Physical Systems: the H2020 CPSwarm Project: Invited Paper. 305-312 - Rubén Salvador, Samuel Ortega, Daniel Madroñal, Himar Fabelo, Raquel Lazcano, Gustavo M. Callicó, Eduardo Juárez, Roberto Sarmiento, César Sanz:
HELICoiD: interdisciplinary and collaborative project for real-time brain cancer detection: Invited Paper. 313-318 - Davide Ariu, Enrico Frumento, Giorgio Fumera:
Social Engineering 2.0: A Foundational Work: Invited Paper. 319-325
Special Session on Industrial Views
- W. Feng, A. George, H. Lamm, Michael J. Wirthlin:
Center for High-Performance Reconfigurable Computing (CHREC): A Ten-Year Odyssey. 326-327 - Andrew Putnam:
Designing and Programming the Configurable Cloud. 328 - Alejandro Rico, José A. Joao, Chris Adeniyi-Jones, Eric Van Hensbergen:
ARM HPC Ecosystem and the Reemergence of Vectors: Invited Paper. 329-334 - Fabrizio Magugliani:
Extending the comfort zone: DAVIDE. 335 - Davide Catani:
AXIOM project: from applied research towards embedded systems. 336
Workshop on Big Data Analytics (BigDAW '17)
- Dimitra Gkorou, Alexander Ypma, George Tsirogiannis, Manuel Giollo, Dag Sonntag, Geert Vinken, Richard van Haren, Robert Jan van Wijk, Jelle Nije, Tom Hoogenboom:
Towards Big Data Visualization for Monitoring and Diagnostics of High Volume Semiconductor Manufacturing. 338-342 - Sandro Fiore, Cosimo Palazzo, Alessandro D'Anca, Donatello Elia, Elisa Londero, Cristina Knapic, Stephen Monna, Nicola M. Marcucci, Fernando Aguilar, Marcin Plóciennik, Jesús E. Marco de Lucas, Giovanni Aloisio:
Big Data Analytics on Large-Scale Scientific Datasets in the INDIGO-DataCloud Project. 343-348 - Erik Vermij, Leandro Fiorin, Christoph Hagleitner, Koen Bertels:
Sorting big data on heterogeneous near-data processing systems. 349-354 - José Silva, Bernardete Ribeiro, Andrew H. Sung:
Finding the Critical Sampling of Big Datasets. 355-360 - Matthias Carnein, Dennis Assenmacher, Heike Trautmann:
An Empirical Comparison of Stream Clustering Algorithms. 361-366 - Thomas Renner, Johannes Müller, Lauritz Thamsen, Odej Kao:
Addressing Hadoop's Small File Problem With an Appendable Archive File Format. 367-372
Workshop on design of Low Power EMbedded Systems (LP-EMS'17)
- G. A. Gillani, André B. J. Kokkeler:
Improving Error Resilience Analysis Methodology of Iterative Workloads for Approximate Computing. 374-379 - Gabriel Ortiz, Lars J. Svensson, Erik Alveflo, Per Larsson-Edefors:
Instruction level energy model for the Adapteva Epiphany multi-core processor. 380-384 - Erwan Nogues, Daniel Ménard, Alexandre Mercat, Maxime Pelcat:
On Learning the Energy Model of an MPSoC for Convex Optimization. 385-390 - Cosimo Aprile, Johannes Wüthrich, Luca Baldassarre, Yusuf Leblebici, Volkan Cevher:
DCT Learning-Based Hardware Design for Neural Signal Acquisition Systems. 391-394
Workshop on Malicious Software and Hardware in Internet of Things (MaL-IoT '17)
- Paolo Palmieri, Luca Calderoni, Dario Maio:
Private inter-network routing for Wireless Sensor Networks and the Internet of Things. 396-401 - Sikhar Patranabis, Debapriya Basu Roy, Debdeep Mukhopadhyay:
Using Tweaks To Design Fault Resistant Ciphers (Full Version). 402-408 - Stjepan Picek, Luca Mariot, Bohan Yang, Domagoj Jakobovic, Nele Mentens:
Design of S-boxes Defined with Cellular Automata Rules. 409-414 - Niels Samwel, Joan Daemen:
DPA on hardware implementations of Ascon and Keyak. 415-424 - Mauro Conti, Giorgio Di Natale, Annelie Heuser, Thomas Pöppelmann, Nele Mentens:
Do we need a holistic approach for the design of secure IoT systems? 425-430
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