High Performance Computing: 35th International Conference, ISC High Performance 2020, Frankfurt/Main, Germany, June 22–25, 2020, Proceedings

✍ Scribed by Ponnuswamy Sadayappan, Bradford L. Chamberlain, Guido Juckeland, Hatem Ltaief

• Publisher: Springer International Publishing;Springer
• Year: 2020
• Tongue: English
• Leaves: 563
• Series: Lecture Notes in Computer Science 12151
• Edition: 1st ed.
• Category: Library

✦ Synopsis

This book constitutes the refereed proceedings of the 35th International Conference on High Performance Computing, ISC High Performance 2020, held in Frankfurt/Main, Germany, in June 2020.*

The 27 revised full papers presented were carefully reviewed and selected from 87 submissions. The papers cover a broad range of topics such as architectures, networks & infrastructure; artificial intelligence and machine learning; data, storage & visualization; emerging technologies; HPC algorithms; HPC applications; performance modeling & measurement; programming models & systems software.

*The conference was held virtually due to the COVID-19 pandemic.

Chapters "Scalable Hierarchical Aggregation and Reduction Protocol (SHARP) Streaming-Aggregation Hardware Design and Evaluation", "Solving Acoustic Boundary Integral Equations Using High Performance Tile Low-Rank LU Factorization", "Scaling Genomics Data Processing with Memory-Driven Computing to Accelerate Computational Biology", "Footprint-Aware Power Capping for Hybrid Memory Based Systems", and "Pattern-Aware Staging for Hybrid Memory Systems" are available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

✦ Table of Contents

Front Matter ....Pages i-xvi
Front Matter ....Pages 1-1
FASTHash: FPGA-Based High Throughput Parallel Hash Table (Yang Yang, Sanmukh R. Kuppannagari, Ajitesh Srivastava, Rajgopal Kannan, Viktor K. Prasanna)....Pages 3-22
Running a Pre-exascale, Geographically Distributed, Multi-cloud Scientific Simulation (Igor Sfiligoi, Frank Würthwein, Benedikt Riedel, David Schultz)....Pages 23-40
Scalable Hierarchical Aggregation and Reduction Protocol (SHARP)TM Streaming-Aggregation Hardware Design and Evaluation (Richard L. Graham, Lion Levi, Devendar Burredy, Gil Bloch, Gilad Shainer, David Cho et al.)....Pages 41-59
Front Matter ....Pages 61-61
Predicting Job Power Consumption Based on RJMS Submission Data in HPC Systems (Théo Saillant, Jean-Christophe Weill, Mathilde Mougeot)....Pages 63-82
HyPar-Flow: Exploiting MPI and Keras for Scalable Hybrid-Parallel DNN Training with TensorFlow (Ammar Ahmad Awan, Arpan Jain, Quentin Anthony, Hari Subramoni, Dhabaleswar K. Panda)....Pages 83-103
Time Series Mining at Petascale Performance (Amir Raoofy, Roman Karlstetter, Dai Yang, Carsten Trinitis, Martin Schulz)....Pages 104-123
Front Matter ....Pages 125-125
Shared-Memory Parallel Probabilistic Graphical Modeling Optimization: Comparison of Threads, OpenMP, and Data-Parallel Primitives (Talita Perciano, Colleen Heinemann, David Camp, Brenton Lessley, E. Wes Bethel)....Pages 127-145
Opportunities for Cost Savings with In-Transit Visualization (James Kress, Matthew Larsen, Jong Choi, Mark Kim, Matthew Wolf, Norbert Podhorszki et al.)....Pages 146-165
Semi-automatic Assessment of I/O Behavior by Inspecting the Individual Client-Node Timelines—An Explorative Study on (10^{6}) Jobs (Eugen Betke, Julian Kunkel)....Pages 166-184
Front Matter ....Pages 185-185
Embedding Algorithms for Quantum Annealers with Chimera and Pegasus Connection Topologies (Stefanie Zbinden, Andreas Bärtschi, Hristo Djidjev, Stephan Eidenbenz)....Pages 187-206
Front Matter ....Pages 207-207
Solving Acoustic Boundary Integral Equations Using High Performance Tile Low-Rank LU Factorization (Noha Al-Harthi, Rabab Alomairy, Kadir Akbudak, Rui Chen, Hatem Ltaief, Hakan Bagci et al.)....Pages 209-229
DGEMM Using Tensor Cores, and Its Accurate and Reproducible Versions (Daichi Mukunoki, Katsuhisa Ozaki, Takeshi Ogita, Toshiyuki Imamura)....Pages 230-248
Front Matter ....Pages 249-249
Using High-Level Synthesis to Implement the Matrix-Vector Multiplication on FPGA (Alessandro Marongiu, Paolo Palazzari)....Pages 251-269
Enabling Execution of a Legacy CFD Mini Application on Accelerators Using OpenMP (Ioannis Nompelis, Gabriele Jost, Alice Koniges, Christopher Daley, David Eder, Christopher Stone)....Pages 270-287
Load-Balancing Parallel Relational Algebra (Sidharth Kumar, Thomas Gilray)....Pages 288-308
Sparse Linear Algebra on AMD and NVIDIA GPUs – The Race Is On (Yuhsiang M. Tsai, Terry Cojean, Hartwig Anzt)....Pages 309-327
Scaling Genomics Data Processing with Memory-Driven Computing to Accelerate Computational Biology (Matthias Becker, Umesh Worlikar, Shobhit Agrawal, Hartmut Schultze, Thomas Ulas, Sharad Singhal et al.)....Pages 328-344
Front Matter ....Pages 345-345
Footprint-Aware Power Capping for Hybrid Memory Based Systems (Eishi Arima, Toshihiro Hanawa, Carsten Trinitis, Martin Schulz)....Pages 347-369
Offsite Autotuning Approach (Johannes Seiferth, Matthias Korch, Thomas Rauber)....Pages 370-390
Desynchronization and Wave Pattern Formation in MPI-Parallel and Hybrid Memory-Bound Programs (Ayesha Afzal, Georg Hager, Gerhard Wellein)....Pages 391-411
Understanding HPC Benchmark Performance on Intel Broadwell and Cascade Lake Processors (Christie L. Alappat, Johannes Hofmann, Georg Hager, Holger Fehske, Alan R. Bishop, Gerhard Wellein)....Pages 412-433
Timemory: Modular Performance Analysis for HPC (Jonathan R. Madsen, Muaaz G. Awan, Hugo Brunie, Jack Deslippe, Rahul Gayatri, Leonid Oliker et al.)....Pages 434-452
Front Matter ....Pages 453-453
TeaMPI—Replication-Based Resilience Without the (Performance) Pain (Philipp Samfass, Tobias Weinzierl, Benjamin Hazelwood, Michael Bader)....Pages 455-473
Pattern-Aware Staging for Hybrid Memory Systems (Eishi Arima, Martin Schulz)....Pages 474-495
Simplifying Communication Overlap in OpenSHMEM Through Integrated User-Level Thread Scheduling (Md. Wasi-ur- Rahman, David Ozog, James Dinan)....Pages 496-516
Communication-Aware Hardware-Assisted MPI Overlap Engine (Mohammadreza Bayatpour, Jahanzeb Hashmi Maqbool, Sourav Chakraborty, Kaushik Kandadi Suresh, Seyedeh Mahdieh Ghazimirsaeed, Bharath Ramesh et al.)....Pages 517-535
Reinit(^{++}): Evaluating the Performance of Global-Restart Recovery Methods for MPI Fault Tolerance (Giorgis Georgakoudis, Luanzheng Guo, Ignacio Laguna)....Pages 536-554
Correction to: High Performance Computing (Ponnuswamy Sadayappan, Bradford L. Chamberlain, Guido Juckeland, Hatem Ltaief)....Pages C1-C1
Back Matter ....Pages 555-556

✦ Subjects

Computer Science; Software Engineering/Programming and Operating Systems; Computer Systems Organization and Communication Networks; Computer Hardware; Information Systems and Communication Service