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ORCIDIPDPS 2016: Chicago, IL, USA - Workshops
- 2016 IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPS Workshops 2016, Chicago, IL, USA, May 23-27, 2016. IEEE Computer Society 2016, ISBN 978-1-5090-3682-0
Workshop 1-HCW - Heterogeneity in Computing Workshop
- Denis Trystram, Erik Saule:
HCW Introduction. 1-2 - Behrooz A. Shirazi:
Message from the HCW Steering Committee Chair. 3 - Denis Trystram:
Message from the HCW General Chair. 4 - Erik Saule:
Message from the HCW Program Committee Chair. 5 - Mahmut T. Kandemir:
HCW 2016 Keynote Talk. 6
Session 1: Heterogeneity in the Cloud
- Julio Proaño
, Carmen Carrión, María Blanca Caminero:
Towards a Green, QoS-Enabled Heterogeneous Cloud Infrastructure. 7-16 - Rekha Singhal, Abhishek Verma:
Predicting Job Completion Time in Heterogeneous MapReduce Environments. 17-27 - Fouad Hanna, Loris Marchal, Jean-Marc Nicod, Laurent Philippe, Veronika Rehn-Sonigo, Hala Sabbah:
Minimizing Rental Cost for Multiple Recipe Applications in the Cloud. 28-37
Session 2: Heterogeneity in Single Node Systems
- Saeid Barati, Hank Hoffmann:
Providing Fairness in Heterogeneous Multicores with a Predictive, Adaptive Scheduler. 38-49 - Jeremy Bottleson, SungYe Kim, Jeff Andrews, Preeti Bindu, Deepak N. Murthy, Jingyi Jin:
clCaffe: OpenCL Accelerated Caffe for Convolutional Neural Networks. 50-57 - Bahareh Goodarzi, Martin Burtscher, Dhrubajyoti Goswami:
Parallel Graph Partitioning on a CPU-GPU Architecture. 58-66
Session 3: Heterogeneity and Energy
- Dylan Machovec, Bhavesh Khemka, Sudeep Pasricha, Anthony A. Maciejewski, Howard Jay Siegel, Gregory A. Koenig, Michael Wright, Marcia Hilton, Rajendra Rambharos, Neena Imam:
Dynamic Resource Management for Parallel Tasks in an Oversubscribed Energy-Constrained Heterogeneous Environment. 67-78 - JeeWhan Choi, Richard W. Vuduc:
Analyzing the Energy Efficiency of the Fast Multipole Method Using a DVFS-Aware Energy Model. 79-88 - John E. Stone, Michael J. Hallock, James C. Phillips, Joseph R. Peterson, Zaida Luthey-Schulten, Klaus Schulten:
Evaluation of Emerging Energy-Efficient Heterogeneous Computing Platforms for Biomolecular and Cellular Simulation Workloads. 89-100
Workshop 2-RAW - Reconfigurable Architectures Workshop
- Marco D. Santambrogio, Ramachandran Vaidyanathan, Diana Goehringer, Steven J. E. Wilton:
RAW Introduction and Committees. 101-102 - H. Peter Hofstee, Patrick Lysaght, Dirk van den Heuvel:
RAW 2016 Keynotes. 103-104
Session 1: Application Mapping and Design Space Exploration
- Lester Kalms, Diana Göhringer:
Clustering and Mapping Algorithm for Application Distribution on a Scalable FPGA Cluster. 105-113 - Syed Waqar Nabi, Wim Vanderbauwhede:
A Fast and Accurate Cost Model for FPGA Design Space Exploration in HPC Applications. 114-123 - Hyunsuk Nam, Roman Lysecky:
Latency, Power, and Security Optimization in Distributed Reconfigurable Embedded Systems. 124-131
Session 2: Applications
- Daniel Llamocca, Daniel N. Aloi:
A Reconfigurable Fixed-Point Architecture for Adaptive Beamforming. 132-138 - Aaron Mills, Phillip H. Jones, Joseph Zambreno:
Parameterizable FPGA-Based Kalman Filter Coprocessor Using Piecewise Affine Modeling. 139-147 - Chi Zhang, Ren Chen, Viktor K. Prasanna:
High Throughput Large Scale Sorting on a CPU-FPGA Heterogeneous Platform. 148-155 - Juan Andrés Pérez-Celis, José Martínez-Carranza, Alicia Morales-Reyes, Claudia Feregrino Uribe, René Cumplido:
An FPGA Architecture to Accelerate the Burrows Wheeler Transform by Using a Linear Sorter. 156-161
Session 3: Processor Architectures
- Mohamed El-Hadedy, Hristina Mihajloska, Danilo Gligoroski, Amit Kulkarni, Dirk Stroobandt, Kevin Skadron:
A 16-Bit Reconfigurable Encryption Processor for p-Cipher. 162-171 - Stephan Nolting, Guillermo Payá Vayá, Florian Giesemann, Holger Blume, Sebastian Niemann, Christian Müller-Schloer:
Dynamic Self-Reconfiguration of a MIPS-Based Soft-Processor Architecture. 172-180 - Steffen Vaas, Marc Reichenbach, Dietmar Fey:
An Application-Specific Instruction Set Processor for Power Quality Monitoring. 181-188
Session 4: Scheduler and Runtime Systems
- Andrea Purgato, Davide Tantillo, Marco Rabozzi, Donatella Sciuto, Marco D. Santambrogio:
Resource-Efficient Scheduling for Partially-Reconfigurable FPGA-Based Systems. 189-197 - Tajas Ruschke, Lukas Johannes Jung, Dennis Wolf, Christian Hochberger:
Scheduler for Inhomogeneous and Irregular CGRAs with Support for Complex Control Flow. 198-207 - Jens Rettkowski, Philipp Wehner, Evgheni Cutiscev, Diana Göhringer:
LinROS: A Linux-Based Runtime System for Reconfigurable MPSoCs. 208-216
Session 5: High Level Synthesis and Object-Oriented Programming
- Emanuele Del Sozzo, Andrea Solazzo, Antonio Miele, Marco D. Santambrogio:
On the Automation of High Level Synthesis of Convolutional Neural Networks. 217-224 - Gianluca C. Durelli, Fabrizio Spada, Christian Pilato, Marco D. Santambrogio:
Scala-Based Domain-Specific Language for Creating Accelerator-Based SoCs. 225-232 - Hongyuan Ding, Sen Ma, Miaoqing Huang, David Andrews:
OOGen: An Automated Generation Tool for Custom MPSoC Architectures Based on Object-Oriented Programming Methods. 233-240
Short Papers
- Benedikt Janßen, Moataz Naserddin, Michael Hübner:
A Hardware/Software Co-Design Approach for Control Applications with Static Real-Time Reallocation. 241-246 - Giulia Guidi, Enrico Reggiani, Lorenzo Di Tucci, Gianluca Durelli, Michaela Blott, Marco D. Santambrogio:
On How to Improve FPGA-Based Systems Design Productivity via SDAccel. 247-252 - Jones Yudi Mori, André Werner, Florian Fricke, Michael Hübner:
A Rapid Prototyping Method to Reduce the Design Time in Commercial High-Level Synthesis Tools. 253-258 - Salma Hesham, Diana Göhringer, Mohamed A. Abd El Ghany:
ARTNoCs: An Evaluation Framework for Hardware Architectures of Real-Time NoCs. 259-264 - Amit Kulkarni, Elias Vansteenkiste, Dirk Stroobandt, Andreas Brokalakis, Antonis Nikitakis:
A Fully Parameterized Virtual Coarse Grained Reconfigurable Array for High Performance Computing Applications. 265-270 - Anita Tino, Kaamran Raahemifar:
Assessing Multi-task Placement Algorithms in RCUs. 271-276 - Alexandra Kourfali, Dirk Stroobandt:
Efficient Hardware Debugging Using Parameterized FPGA Reconfiguration. 277-282 - Fynn Schwiegelshohn, Florian Kastner, Michael Hübner:
Enabling Dynamic Reconfiguration of Numerical Methods for the Robotic Motion Control Task. 283-288 - Martín Letras, Raudel Hernández-León, René Cumplido:
Hardware Architectures for Frequent Itemset Mining Based on Equivalence Classes Partitioning. 289-294 - Fabiola Casasopra, Gea Bianchi, Gianluca C. Durelli, Marco D. Santambrogio:
Parallel Protein Identification Using an FPGA-Based Solution. 295-299 - Nikolaos Stekas, Dirk van den Heuvel:
Face Recognition Using Local Binary Patterns Histograms (LBPH) on an FPGA-Based System on Chip (SoC). 300-304
Workshop 3-HIPS - High-Level Parallel Programming Models and Supportive Environments
- David Böhme, Xu Liu:
HIPS Introduction and Committees. 305-306 - Tim Mattson:
HIPS 2016 Keynote. 307
Session 1: Debugging and Optimization
- Faheem Ullah, Thomas R. Gross:
Detecting Anomalies in Concurrent Programs Based on Dynamic Control Flow Changes. 308-317 - Marc Sergent, David Goudin, Samuel Thibault, Olivier Aumage:
Controlling the Memory Subscription of Distributed Applications with a Task-Based Runtime System. 318-327 - Shingo Okuno, Tasuku Hiraishi, Hiroshi Nakashima, Masahiro Yasugi, Jun Sese:
Reducing Redundant Search in Parallel Graph Mining Using Exceptions. 328-337
Session 2: Heterogeneous Computing
- Matt Martineau, Simon McIntosh-Smith, Wayne P. Gaudin:
Evaluating OpenMP 4.0's Effectiveness as a Heterogeneous Parallel Programming Model. 338-347 - Ebad Salehi, Ahmad Lashgar, Amirali Baniasadi:
Employing Compression Solutions under OpenACC. 348-356 - Craig Edward Rasmussen, Matthew J. Sottile, Søren Rasmussen, Daniel Nagle, William Dumas:
CAFe: Coarray Fortran Extensions for Heterogeneous Computing. 357-365
Session 3: Parallel Algorithms and Systems
- Peter Mills, Clinton Jeffery:
Embedding Concurrent Generators. 366-375 - Josef Weidendorfer, Jens Breitbart:
The Case for Binary Rewriting at Runtime for Efficient Implementation of High-Level Programming Models in HPC. 376-385 - Seyed Hessam Mirsadeghi, Ahmad Afsahi:
PTRAM: A Parallel Topology-and Routing-Aware Mapping Framework for Large-Scale HPC Systems. 386-396 - Joshua Dennis Booth, Kyungjoo Kim, Sivasankaran Rajamanickam:
A Comparison of High-Level Programming Choices for Incomplete Sparse Factorization Across Different Architectures. 397-406
Workshop 4-HiCOMB - High Performance Computational Biology
- Srinivas Aluru, David A. Bader, Ananth Kalyanaraman, Jaroslaw Zola:
HiCOMB Introduction and Committees. 407
Session I
- Constantin Scholl, Kassian Kobert, Tomás Flouri, Alexandros Stamatakis:
The Divisible Load Balance Problem with Shared Cost and Its Application to Phylogenetic Inference. 408-417 - Nikolaos Alachiotis, Doru-Thom Popovici, Tze Meng Low:
Efficient Computation of Linkage Disequilibria as Dense Linear Algebra Operations. 418-427 - Michael J. Hallock, Zaida Luthey-Schulten:
Improving Reaction Kernel Performance in Lattice Microbes: Particle-Wise Propensities and Run-Time Generated Code. 428-434
Session II
- Amir Bahmani, Alexander B. Sibley, Mahmoud Parsian, Kouros Owzar, Frank Mueller:
SparkScore: Leveraging Apache Spark for Distributed Genomic Inference. 435-442 - Shayan Shams, Nayong Kim, Xiandong Meng, Ming Tai Ha, Shantenu Jha, Zhong Wang, Joohyun Kim:
A Scalable Pipeline for Transcriptome Profiling Tasks with On-Demand Computing Clouds. 443-452 - Vipin Sachdeva, Srinivas Aluru, David A. Bader:
A Memory and Time Scalable Parallelization of the Reptile Error-Correction Code. 453-462
Session III
- Nuttiiya Seekhao, Caroline Shung, Joseph F. JáJá, Luc Mongeau, Nicole Y. K. Li-Jessen:
Real-Time Agent-Based Modeling Simulation with in-Situ Visualization of Complex Biological Systems: A Case Study on Vocal Fold Inflammation and Healing. 463-472 - M. Ali Mirzaei, Francesco Crescioli, Sebastien Viret, William Tromeur, Giovanni Calderini, Giovanni Marchiori, Guillaume Baulieu, Geoffrey Galbit:
A Novel Associative Memory Based Architecture for Sequence Alignment. 473-478
Workshop 5-APDCM - Advances in Parallel and Distributed Computational Models
- Oscar H. Ibarra, Koji Nakano, Akihiro Fujiwara, Susumu Matsumae:
APDCM Introduction and Committees. 479
Session 1: Graph Algorithms
- Jie Wu:
Stable Matching Beyond Bipartite Graphs. 480-488 - Paula Aguilera, Dong Ping Zhang, Nam Sung Kim, Nuwan Jayasena:
Fine-Grained Task Migration for Graph Algorithms Using Processing in Memory. 489-498
Session 2: Wireless Networks and Distributed Computing
- Wei Chen, Liang Hong, Sachin Shetty, Dan Chia-Tien Lo, Reginald Cooper:
Cross-Layered Security Approach with Compromised Nodes Detection in Cooperative Sensor Networks. 499-508 - Hideharu Kojima, Yuta Nagashima, Tatsuhiro Tsuchiya:
Model Checking Techniques for State Space Reduction in MANET Protocol Verification. 509-516 - Feng Luo, Pradip K. Srimani:
New Biology Inspired Anonymous Distributed Algorithms to Compute Dominating and Total Dominating Sets in Network Graphs. 517-524
Session 3: Distributed Computing and Models
- Ta Yuan Hsu, Ajay D. Kshemkalyani:
Performance of Causal Consistency Algorithms for Partially Replicated Systems. 525-534 - Hassan Nawaz, Gideon Juve, Rafael Ferreira da Silva, Ewa Deelman:
Performance Analysis of an I/O-Intensive Workflow Executing on Google Cloud and Amazon Web Services. 535-544 - Travis S. Humble, Alexander J. McCaskey, Jonathan Schrock, Hadayat Seddiqi, Keith A. Britt, Neena Imam:
Performance Models for Split-Execution Computing Systems. 545-554 - Ernesto Gomez, Keith E. Schubert, Zongqi Ritchie Cai:
A Model for Entropy of Parallel Execution. 555-560
Session 4: Parallel Computing
- James Alexander Edwards, Uzi Vishkin:
FFT on XMT: Case Study of a Bandwidth-Intensive Regular Algorithm on a Highly-Parallel Many Core. 561-569 - Makoto Nakayama, Kenichi Yamazaki, Satoshi Tanaka:
Parallelization of Recursive Preorder Traversal Based on Building and Winding Call Stacks. 570-579 - P. B. Jayaraj, K. Rahamathulla, G. Gopakumar:
A GPU Based Maximum Common Subgraph Algorithm for Drug Discovery Applications. 580-588 - Toru Fujita, Koji Nakano, Yasuaki Ito:
Bitwise Parallel Bulk Computation on the GPU, with Application to the CKY Parsing for Context-Free Grammars. 589-598 - Xin Zhou, Yasuaki Ito, Koji Nakano:
An Efficient Implementation of LZW Decompression in the FPGA. 599-607
Workshop 6-ASHES - Accelerators and Hybrid Exascale Systems
- James Dinan:
AsHES Introduction and Committees. 608-609 - Wen-mei W. Hwu:
AsHES 2016 Keynote. 610
Session 1: Programming Models and Tools
- Chris J. Newburn, Gaurav Bansal, Michael Wood, Luis Crivelli, Judit Planas, Alejandro Duran, Paulo Souza, Leonardo Borges, Piotr Luszczek, Stanimire Tomov, Jack J. Dongarra, Hartwig Anzt, Mark Gates, Azzam Haidar, Yulu Jia, Khairul Kabir, Ichitaro Yamazaki, Jesús Labarta:
Heterogeneous Streaming. 611-620 - John D. Leidel, Yong Chen:
HMC-Sim-2.0: A Simulation Platform for Exploring Custom Memory Cube Operations. 621-630 - Erik Zenker, Benjamin Worpitz, René Widera, Axel Huebl, Guido Juckeland, Andreas Knüpfer, Wolfgang E. Nagel, Michael Bussmann:
Alpaka - An Abstraction Library for Parallel Kernel Acceleration. 631-640 - Souley Madougou, Ana Lucia Varbanescu, Cees de Laat, Rob van Nieuwpoort:
A Tool for Bottleneck Analysis and Performance Prediction for GPU-Accelerated Applications. 641-652
Session 2: Algorithms and Applications
- Yulu Jia, Piotr Luszczek, Jack J. Dongarra:
Hessenberg Reduction with Transient Error Resilience on GPU-Based Hybrid Architectures. 653-662 - Ryan Eberhardt, Mark Hoemmen:
Optimization of Block Sparse Matrix-Vector Multiplication on Shared-Memory Parallel Architectures. 663-672 - Joshua Dennis Booth, Sivasankaran Rajamanickam, Heidi Thornquist:
Basker: A Threaded Sparse LU Factorization Utilizing Hierarchical Parallelism and Data Layouts. 673-682 - Hartwig Anzt, Jack J. Dongarra, Moritz Kreutzer, Gerhard Wellein, Martin Koehler:
Efficiency of General Krylov Methods on GPUs - An Experimental Study. 683-691
Session 3: Workload Scheduling
- Luis Costero, Francisco D. Igual, Katzalin Olcoz, Sandra Catalán, Rafael Rodríguez-Sánchez, Enrique S. Quintana-Ortí:
Refactoring Conventional Task Schedulers to Exploit Asymmetric ARM big.LITTLE Architectures in Dense Linear Algebra. 692-701 - Valeria Cardellini, Alessandro Fanfarillo, Salvatore Filippone:
Heterogeneous CAF-Based Load Balancing on Intel Xeon Phi. 702-711 - Iman Faraji, Seyed Hessam Mirsadeghi, Ahmad Afsahi:
Topology-Aware GPU Selection on Multi-GPU Nodes. 712-720
Workshop 7-PCO - Parallel Computing and Optimization
- Didier El Baz, Bora Uçar:
PCO Introduction and Committees. 721
Session I: Parallel Computing and Optimization
- Kevin Ryan, Deepak Rajan, Shabbir Ahmed:
Scenario Decomposition for 0-1 Stochastic Programs: Improvements and Asynchronous Implementation. 722-729 - Lluís-Miquel Munguía, Geoffrey Oxberry, Deepak Rajan:
PIPS-SBB: A Parallel Distributed-Memory Branch-and-Bound Algorithm for Stochastic Mixed-Integer Programs. 730-739 - Adam Polak:
Counting Triangles in Large Graphs on GPU. 740-746 - Adel Dabah, Ahcène Bendjoudi, Didier El Baz, Abdelhakim AitZai:
GPU-Based Two Level Parallel B&B for the Blocking Job Shop Scheduling Problem. 747-755
Session II: Parallel Algorithms for Scheduling problems GPU-Based Two Level Parallel B&B for the Blocking Job Shop Scheduling
- Yumei Huo, Jun Xiong Huang:
Parallel Ant Colony Optimization for Flow Shop Scheduling Subject to Limited Machine Availability. 756-765 - Abhishek Awasthi, Jörg Lässig, Jens Leuschner, Thomas Weise:
GPGPU-Based Parallel Algorithms for Scheduling Against Due Date. 766-775 - Ali Al Buhussain, Robson Eduardo De Grande, Azzedine Boukerche:
Performance Analysis of Bio-Inspired Scheduling Algorithms for Cloud Environments. 776-785
Session III: Parallel Heuristics and Metaheuristics
- José-Matías Cutillas-Lozano, Domingo Giménez, Luis-Pedro García:
Optimizing Metaheuristics and Hyperheuristics through Multi-level Parallelism on a Many-Core System. 786-795 - Didier El Baz, Mhand Hifi, Lei Wu, Xiaochuan Shi:
A Parallel Ant Colony Optimization for the Maximum-Weight Clique Problem. 796-800 - Giovanni Cammarata, Antonella Di Stefano, Giovanni Morana, Daniele Zito:
Evaluating the Performance of A4SDN on Various Network Topologies. 801-808 - Ania Kaci, Huy-Nam Nguyen, Amir Nakib, Patrick Siarry:
Hybrid Heuristics for Mapping Task Problem on Large Scale Heterogeneous Platforms. 809-816 - Karl-Eduard Berger, François Galea, Bertrand Le Cun, Renaud Sirdey:
A Semi-Greedy Heuristic for the Mapping of Large Task Graphs. 817-824
Session IV: Combinatorial Scientific Computing
- Yu Jin, Joseph F. JáJá:
A High Performance Implementation of Spectral Clustering on CPU-GPU Platforms. 825-834 - Ning Hao, AmirReza Oghbaee, Mohammad Rostami, Nate Derbinsky, José Bento:
Testing Fine-Grained Parallelism for the ADMM on a Factor-Graph. 835-844 - Pingfan Li, Xuhao Chen, Zhe Quan, Jianbin Fang, Huayou Su, Tao Tang, Canqun Yang:
High Performance Parallel Graph Coloring on GPGPUs. 845-854
Workshop 8-GABB - Graph Algorithms Building Blocks
- Tim Mattson:
GABB Introduction and Committees. 855 - David A. Bader:
GABB 2016 Keynote. 856 - Mark Tullsen, Matthew J. Sottile:
Array Types for a Graph Processing Language. 857-866 - Jiahao Chen, Weijian Zhang:
The Right Way to Search Evolving Graphs. 867-876 - E. Jason Riedy:
Updating PageRank for Streaming Graphs. 877-884 - Sriram Srinivasan, Sanjukta Bhowmick, Sajal K. Das:
Application of Graph Sparsification in Developing Parallel Algorithms for Updating Connected Components. 885-891 - Keita Iwabuchi, Scott Sallinen, Roger A. Pearce, Brian Van Essen, Maya B. Gokhale, Satoshi Matsuoka:
Towards a Distributed Large-Scale Dynamic Graph Data Store. 892-901 - Brendan Gavin, Vijay Gadepally, Jeremy Kepner:
Enforced Sparse Non-negative Matrix Factorization. 902-911