Overview
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12761)
Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)
Included in the following conference series:
Conference proceedings info: ISC High Performance 2021.
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Table of contents (37 papers)
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Front Matter
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Second International Workshop on the Application of Machine Learning Techniques to Computational Fluid Dynamics and Solid Mechanics Simulations and Analysis
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Front Matter
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HPC I/O in the Data Center
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Front Matter
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Compiler-assisted Correctness Checking and Performance Optimization for HPC
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Front Matter
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Other volumes
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High Performance Computing
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High Performance Computing
Keywords
About this book
This book constitutes the refereed post-conference proceedings of 9 workshops held at the 35th International ISC High Performance 2021 Conference, in Frankfurt, Germany, in June-July 2021:
Second International Workshop on the Application of Machine Learning Techniques to Computational Fluid Dynamics and Solid Mechanics Simulations and Analysis; HPC-IODC: HPC I/O in the Data Center Workshop; Compiler-assisted Correctness Checking and Performance Optimization for HPC; Machine Learning on HPC Systems;4th International Workshop on Interoperability of Supercomputing and Cloud Technologies;2nd International Workshop on Monitoring and Operational Data Analytics;16th Workshop on Virtualization in High-Performance Cloud Computing; Deep Learning on Supercomputers; 5th International Workshop on In Situ Visualization.
The 35 papers included in this volume were carefully reviewed and selected. They cover all aspects of research, development, and application of large-scale,high performance experimental and commercial systems. Topics include high-performance computing (HPC), computer architecture and hardware, programming models, system software, performance analysis and modeling, compiler analysis and optimization techniques, software sustainability, scientific applications, deep learning.
Chapter “Machine-Learning-Based Control of Perturbed and Heated Channel Flows” is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.
Editors and Affiliations
Bibliographic Information
Book Title: High Performance Computing
Book Subtitle: ISC High Performance Digital 2021 International Workshops, Frankfurt am Main, Germany, June 24 – July 2, 2021, Revised Selected Papers
Editors: Heike Jagode, Hartwig Anzt, Hatem Ltaief, Piotr Luszczek
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-030-90539-2
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Nature Switzerland AG 2021
Softcover ISBN: 978-3-030-90538-5Published: 13 November 2021
eBook ISBN: 978-3-030-90539-2Published: 12 November 2021
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XIII, 515
Number of Illustrations: 25 b/w illustrations, 174 illustrations in colour
Topics: Computer Systems Organization and Communication Networks, Logic Design, Processor Architectures, Artificial Intelligence, Computer Applications