Editors:
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12321)
Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)
Conference series link(s): ISC High Performance: International Conference on High Performance Computing
Conference proceedings info: ISC High Performance 2020.
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Table of contents (25 papers)
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Front Matter
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First Workshop on Compiler-Assisted Correctness Checking and Performance Optimization for HPC (C3PO’20)
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Front Matter
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First International Workshop on the Application of Machine Learning Techniques to Computational Fluid Dynamics Simulations and Analysis (CFDML)
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Front Matter
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HPC I/O in the Data Center Workshop (HPC-IODC)
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Front Matter
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1st Workshop “Machine Learning on HPC Systems” (MLHPCS)
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Front Matter
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About this book
This book constitutes the refereed post-conference proceedings of 10 workshops held at the 35th International ISC High Performance 2020 Conference, in Frankfurt, Germany, in June 2020:
First Workshop on Compiler-assisted Correctness Checking and Performance Optimization for HPC (C3PO); First International Workshop on the Application of Machine Learning Techniques to Computational Fluid Dynamics Simulations and Analysis (CFDML); HPC I/O in the Data Center Workshop (HPC-IODC); First Workshop \Machine Learning on HPC Systems" (MLHPCS); First International Workshop on Monitoring and Data Analytics (MODA); 15th Workshop on Virtualization in High-Performance Cloud Computing (VHPC).
The 25 full 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.
Keywords
- artificial intelligence
- computer hardware
- computer networks
- computer science
- computer systems
- distributed computer systems
- distributed systems
- education
- engineering
- hpc
- internet
- learning
- machine learning
- mathematics
- microprocessor chips
- network protocols
- parallel architectures
- parallel processing systems
- processors
- signal processing
Editors and Affiliations
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University of Tennessee at Knoxville, Knowville, USA
Heike Jagode
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Department of Mathematics, KIT für Technologie Karlsruhe, Karlsruhe, Germany
Hartwig Anzt
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Computational Science, Helmholtz-Zentrum Dresden Rossendorf, Dresden, Germany
Guido Juckeland
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Extreme Computing Research Center, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia
Hatem Ltaief
Bibliographic Information
Book Title: High Performance Computing
Book Subtitle: ISC High Performance 2020 International Workshops, Frankfurt, Germany, June 21–25, 2020, Revised Selected Papers
Editors: Heike Jagode, Hartwig Anzt, Guido Juckeland, Hatem Ltaief
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-030-59851-8
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Nature Switzerland AG 2020
Softcover ISBN: 978-3-030-59850-1Published: 20 October 2020
eBook ISBN: 978-3-030-59851-8Published: 19 October 2020
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XI, 382
Number of Illustrations: 77 b/w illustrations, 104 illustrations in colour
Topics: Computer Systems Organization and Communication Networks, Computer Applications, Artificial Intelligence, Computing Milieux, Information Systems and Communication Service, Software Engineering/Programming and Operating Systems