Parallel Computing

Numerics, Applications, and Trends

  • Roman Trobec
  • Marián Vajteršic
  • Peter Zinterhof

Table of contents

  1. Front Matter
    Pages I-XXIV
  2. Marián Vajteršic, Peter Zinterhof, Roman Trobec
    Pages 1-42
  3. Selim G. Akl, Marius Nagy
    Pages 43-80
  4. Thomas Fahringer
    Pages 81-115
  5. Uroš Čibej, Anthony Sulistio, Rajkumar Buyya
    Pages 117-145
  6. Jarmo Rantakokko, Michael Thuné
    Pages 147-173
  7. Peter Jez, Andreas Uhl, Peter Zinterhof
    Pages 175-215
  8. Christian Feichtinger, Jan Götz, Stefan Donath, Klaus Iglberger, Ulrich Rüde
    Pages 241-260
  9. Dušanka Janežič, Urban Borštnik, Matej Praprotnik
    Pages 281-305
  10. Selim G. Akl, Marius Nagy
    Pages 471-510
  11. Back Matter
    Pages 511-519

About this book

Introduction

Advancements in microprocessor architecture, interconnection technology, and software development have fueled rapid growth in parallel and distributed computing. However, this development is only of practical benefit if it is accompanied by progress in the design, analysis and application aspects of parallel algorithms. In particular, new approaches from parallel numerics are important for solving complex computational problems on parallel and/or distributed systems.

This concise survey presents the latest achievements in parallel and distributed computing. The editors emphasize presentation of the theoretical discussion of each method in the context of its application, with particular focus applied to the subject of modeling physical phenomena by partial differential equations (PDEs), including the development of algorithms for different applications (such as financial prediction, and medical simulations).

Internationally renowned experts in the field provide contributions focusing on topics relating to the latest trends in parallel computing. These range from parallel algorithmics, programming, tools, and network computing to future parallel computing. Particular attention is paid to parallel numerics: linear algebra, differential equations, numerical integration, number theory, and their application in computer simulations.

Features:

• Presents a comprehensive introductory chapter, outlining advances and trends in parallelism

• Discusses the development of algorithms for different applications, plus other aspects related to the parallel numerical solution of PDEs

• Investigates other numerical applications, such as data retrieval by linear algebra approach, and quasi-Monte Carlo methods

• Explores molecular dynamics, computational quantum physics, the analysis of biosignals, and image and video coding

• Provides helpful overviews and conclusions for all chapters

• Concludes with a thorough chapter on the future of parallel computing

This invaluable text/reference presents the state of the art in parallel and distributed computing. The book is a must-read for all scientists who wish to design and implement efficient solutions on parallel and distributed computer systems, as well as for mathematicians dealing with numerical applications and computer simulations of natural phenomena.

Dr. Roman Trobec is an Assistant Professor at the Department of Communication Systems of the Jozef Stefan institute, Slovenia.

Dr. Marian Vajteršic and Dr. Peter Zinterhof are Professors at the Department of Computer Sciences of the University of Salzburg, Austria.

Keywords

Computer Computing Clusters Financial Applications Heat Transfer MPI Llibrary Mesh Refinement Molecular Dynamics Numerical Simulation Parallel Computing Quasi Monte-Carlo Techniques Scientific Computing Simulation algorithms distributed computing optimization

Editors and affiliations

  • Roman Trobec
    • 1
  • Marián Vajteršic
    • 2
    • 3
  • Peter Zinterhof
    • 2
  1. 1.Dept. Communication SystemsJožef Stefan InstituteSlovenia
  2. 2.Department of Computer SciencesUniversity of Salzburg5020 SalzburgAustria
  3. 3.Mathematical Institute Department of InformaticsSlovak Academy of Sciences840 00 BratislavaSlovakia

Bibliographic information

  • DOI https://doi.org/10.1007/978-1-84882-409-6
  • Copyright Information Springer London 2009
  • Publisher Name Springer, London
  • eBook Packages Computer Science
  • Print ISBN 978-1-84882-408-9
  • Online ISBN 978-1-84882-409-6
  • About this book