Overview
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)
Included in the following conference series:
Conference proceedings info: ISC High Performance 2020.
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Table of contents (25 papers)
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First Workshop on Compiler-Assisted Correctness Checking and Performance Optimization for HPC (C3PO’20)
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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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HPC I/O in the Data Center Workshop (HPC-IODC)
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1st Workshop “Machine Learning on HPC Systems” (MLHPCS)
Other volumes
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High Performance Computing
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High Performance Computing
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
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.
Editors and Affiliations
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