Overview
- Presents recent advances in high performance computing
- Includes selected proceedings of the International Conference on High Performance Computing (HPC2019), held in Borovets, Bulgaria, from 2nd to 6th of September 2019
- Written by experts in the field
Part of the book series: Studies in Computational Intelligence (SCI, volume 902)
Included in the following conference series:
Conference proceedings info: HPC 2019.
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Table of contents (38 papers)
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Application of Artificial Intelligence in Optimization and Modeling
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Advanced HPC Monte Carlo and Quasi-Monte Carlo Applications
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Treatment of Large Scientific and Engineering Problems Challenges and Their Solutions
Other volumes
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Advances in High Performance Computing
Keywords
About this book
Every day we need to solve large problems for which supercomputers are needed. High performance computing (HPC) is a paradigm that allows to efficiently implement large-scale computational tasks on powerful supercomputers unthinkable without optimization. We try to minimize our effort and to maximize the achieved profit.
Many challenging real world problems arising in engineering, economics, medicine and other areas can be formulated as large-scale computational tasks.
The volume is a comprehensive collection of extended contributions from the High performance computing conference held in Borovets, Bulgaria, September 2019.
This book presents recent advances in high performance computing. The topics of interest included into this volume are: HP software tools, Parallel Algorithms and Scalability, HPC in Big Data analytics, Modelling, Simulation & Optimization in a Data Rich Environment, Advanced numerical methods for HPC, Hybrid parallel or distributed algorithms.
The volume is focused on important large-scale applications like Environmental and Climate Modeling, Computational Chemistry and Heuristic Algorithms.
Editors and Affiliations
Bibliographic Information
Book Title: Advances in High Performance Computing
Book Subtitle: Results of the International Conference on “High Performance Computing” Borovets, Bulgaria, 2019
Editors: Ivan Dimov, Stefka Fidanova
Series Title: Studies in Computational Intelligence
DOI: https://doi.org/10.1007/978-3-030-55347-0
Publisher: Springer Cham
eBook Packages: Intelligent Technologies and Robotics, Intelligent Technologies and Robotics (R0)
Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2021
Hardcover ISBN: 978-3-030-55346-3Published: 08 August 2020
Softcover ISBN: 978-3-030-55349-4Published: 09 August 2021
eBook ISBN: 978-3-030-55347-0Published: 07 August 2020
Series ISSN: 1860-949X
Series E-ISSN: 1860-9503
Edition Number: 1
Number of Pages: XIV, 464
Number of Illustrations: 94 b/w illustrations, 134 illustrations in colour