High Performance Computing
35th International Conference, ISC High Performance 2020, Frankfurt/Main, Germany, June 22–25, 2020, Proceedings
Editors: Sadayappan, P., Chamberlain, B.L., Juckeland, G., Ltaief, H. (Eds.)
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- About this book
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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 (28 chapters)
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FASTHash: FPGA-Based High Throughput Parallel Hash Table
Pages 3-22
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Running a Pre-exascale, Geographically Distributed, Multi-cloud Scientific Simulation
Pages 23-40
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Scalable Hierarchical Aggregation and Reduction Protocol (SHARP)TM Streaming-Aggregation Hardware Design and Evaluation
Pages 41-59
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Predicting Job Power Consumption Based on RJMS Submission Data in HPC Systems
Pages 63-82
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HyPar-Flow: Exploiting MPI and Keras for Scalable Hybrid-Parallel DNN Training with TensorFlow
Pages 83-103
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Table of contents (28 chapters)
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Bibliographic Information
- Bibliographic Information
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- Book Title
- High Performance Computing
- Book Subtitle
- 35th International Conference, ISC High Performance 2020, Frankfurt/Main, Germany, June 22–25, 2020, Proceedings
- Editors
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- Ponnuswamy Sadayappan
- Bradford L. Chamberlain
- Guido Juckeland
- Hatem Ltaief
- Series Title
- Theoretical Computer Science and General Issues
- Series Volume
- 12151
- Copyright
- 2020
- Publisher
- Springer International Publishing
- Copyright Holder
- Springer Nature Switzerland AG
- eBook ISBN
- 978-3-030-50743-5
- DOI
- 10.1007/978-3-030-50743-5
- Softcover ISBN
- 978-3-030-50742-8
- Edition Number
- 1
- Number of Pages
- XVII, 556
- Number of Illustrations
- 197 b/w illustrations, 194 illustrations in colour
- Topics
