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Studies in Computational Intelligence

Advances in High Performance Computing

Results of the International Conference on “High Performance Computing” Borovets, Bulgaria, 2019

Editors: Dimov, Ivan, Fidanova, Stefka (Eds.)

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  • 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
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  • ISBN 978-3-030-55347-0
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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.

Table of contents (38 chapters)

Table of contents (38 chapters)
  • Modeling and Simulation of Low Power Wireless Sensor Networks Based on Generalized Nets

    Pages 3-14

    Alexandrov, A. (et al.)

  • WSN-Based Prediction Model of Microclimate in a City Urbanized Areas Based on Extreme Learning and Kalman Filter

    Pages 15-26

    Alexandrov, A. (et al.)

  • Four Operations over Extended Intuitionistic Fuzzy Index Matrices and Some of Their Applications

    Pages 27-39

    Atanassov, Krassimir (et al.)

  • Genetic Algorithm Based Formula Generation for Curve Fitting in Time Series Forecasting Implemented as Mobile Distributed Computing

    Pages 40-47

    Ketipov, Rumen (et al.)

  • Generalized Net Model Simulation of Cluster Analysis Using CLIQUE: Clustering in Quest

    Pages 48-60

    Bureva, Veselina (et al.)

Buy this book

eBook 160,49 €
price for Spain (gross)
  • ISBN 978-3-030-55347-0
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 207,99 €
price for Spain (gross)
  • ISBN 978-3-030-55346-3
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

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
Series Volume
902
Copyright
2021
Publisher
Springer International Publishing
Copyright Holder
The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG
eBook ISBN
978-3-030-55347-0
DOI
10.1007/978-3-030-55347-0
Hardcover ISBN
978-3-030-55346-3
Series ISSN
1860-949X
Edition Number
1
Number of Pages
XIV, 464
Number of Illustrations
94 b/w illustrations, 134 illustrations in colour
Topics

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