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Advances in High Performance Computing

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

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Ivan Dimov

    1. Institute of Information and Communication Technology, Bulgarian Academy of Sciences, Sofia, Bulgaria

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  2. Stefka Fidanova

    1. Institute of Information and Communication Technology, Bulgarian Academy of Sciences, Sofia, Bulgaria

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    You can also search for this editor in PubMed   Google Scholar

  • 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)

  1. Front Matter

    Pages i-xiv
    Download chapter PDF

  2. Application of Artificial Intelligence in Optimization and Modeling

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Modeling and Simulation of Low Power Wireless Sensor Networks Based on Generalized Nets

      • A. Alexandrov, R. Andreev, S. Ilchev, A. Boneva, S. Ivanov, J. Doshev
      Pages 3-14

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

      • A. Alexandrov, R. Andreev, S. Ilchev, A. Boneva, S. Ivanov, J. Doshev
      Pages 15-26

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

      • Krassimir Atanassov, Veselina Bureva
      Pages 27-39

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

      • Rumen Ketipov, Georgi Kostadinov, Plamen Petrov, Iliyan Zankinski, Todor Balabanov
      Pages 40-47

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

      • Veselina Bureva, Velichka Traneva, Dafina Zoteva, Stoyan Tranev
      Pages 48-60

    7. Representation of Initial Temperature as a Function in Simulated Annealing Approach for Metal Nanoparticle Structures Modeling

      • Vladimir Myasnichenko, Stefka Fidanova, Rossen Mikhov, Leoneed Kirilov, Nickolay Sdobnyakov
      Pages 61-72

    8. An Intuitionistic Fuzzy Zero Suffix Method for Solving the Transportation Problem

      • Velichka Traneva, Stoyan Tranev
      Pages 73-87

    9. InterCriteria Analysis Implementation for Exploration of the Performance of Various Docking Scoring Functions

      • Ivanka Tsakovska, Petko Alov, Nikolay Ikonomov, Vassia Atanassova, Peter Vassilev, Olympia Roeva et al.
      Pages 88-98

    10. Improvement of Traffic in Urban Environment Through Signal Timing Optimization

      • Yordanka Boneva, Vladimir Ivanov
      Pages 99-107

    11. Teaching Supercomputers

      • Stefka Fidanova, Velislava Stoykova
      Pages 108-117

    12. Timeline Event Analysis of Social Network Communications Activity: The Case of Ján Kuciak

      • Kristina G. Kapanova, Velislava Stoykova
      Pages 118-131

    13. Can the Artificial Neural Network Be Applied to Estimate the Atmospheric Contaminant Transport?

      • A. Wawrzynczak, M. Berendt-Marchel
      Pages 132-142

  3. Advanced HPC Monte Carlo and Quasi-Monte Carlo Applications

    1. Front Matter

      Pages 143-143
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    2. Optimization of the Direction Numbers of the Sobol Sequences

      • Emanouil Atanassov, Sofiya Ivanovska, Aneta Karaivanova
      Pages 145-154

    3. Advanced Quasi-Monte Carlo Algorithms for Multidimensional Integrals in Air Pollution Modelling

      • Venelin Todorov, Ivan Dimov, Tzvetan Ostromsky, Zahari Zlatev
      Pages 155-167

  4. Treatment of Large Scientific and Engineering Problems Challenges and Their Solutions

    1. Front Matter

      Pages 169-169
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    2. Numerical Modeling of Extreme Wind Profiles Measured with SODAR in a Coastal Area

      • Damyan Barantiev, Ekaterina Batchvarova, Hristina Kirova, Orlin Gueorguiev
      Pages 171-183

    3. Sensitivity Studies of an Air Pollution Model by Using Efficient Stochastic Algorithms for Multidimensional Numerical Integration

      • Tzvetan Ostromsky, Venelin Todorov, Ivan Dimov, Zahari Zlatev
      Pages 184-195
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Other volumes

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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

  • Institute of Information and Communication Technology, Bulgarian Academy of Sciences, Sofia, Bulgaria

    Ivan Dimov, Stefka Fidanova

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

  • Topics: Computational Intelligence, Data Engineering

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