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Parallel Iterative Algorithms: From Sequential to Grid Computing - Tapa blanda

Bahi, Jacques Mohcine; Contassot-Vivier, Sylvain; Couturier, Raphael

 
9780367388164: Parallel Iterative Algorithms: From Sequential to Grid Computing
Tapa blanda
ISBN 10: 0367388162 ISBN 13: 9780367388164
Editorial: Routledge, 2019

Sinopsis

Focusing on grid computing and asynchronism, Parallel Iterative Algorithms explores the theoretical and practical aspects of parallel numerical algorithms. Each chapter contains a theoretical discussion of the topic, an algorithmic section that fully details implementation examples and specific algorithms, and an evaluation of the advantages and drawbacks of the algorithms. Several exercises also appear at the end of most chapters. The first two chapters introduce the general features of sequential iterative algorithms and their applications to numerical problems. The book then describes different kinds of parallel systems and parallel iterative algorithms. It goes on to address both linear and nonlinear parallel synchronous and asynchronous iterative algorithms for numerical computation, with an emphasis on the multisplitting approach. The final chapter discusses the features required for efficient implementation of asynchronous iterative algorithms. Providing the theoretical and practical knowledge needed to design and implement efficient parallel iterative algorithms, this book illustrates how to apply these algorithms to solve linear and nonlinear numerical problems in parallel environments, including local, distant, homogeneous, and heterogeneous clusters.

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Acerca del autor

Jacques Mohcine Bahi, Sylvain Contassot-Vivier, Raphael Couturier

De la contraportada

Presenting the theoretical and practical aspects of parallel numerical algorithms, this book illustrates how iterative algorithms can solve numerical problems and discusses their implementation on parallel and distributed computers. It reviews basic convergence results of iterative algorithms and explores the advantages of asynchronism, such as reducing the effect of bottlenecks and the synchronization penalty. The authors also analyze numerous experiments in various computational contexts for linear and nonlinear numerical problems. The book contains several exercises at the end of most chapters as well as an appendix of mathematical results.

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Editorial
Routledge
Año de publicación
2019
Idioma
Inglés
ISBN 10 
0367388162
ISBN 13 
9780367388164
Encuadernación
Tapa blanda
Número de edición
1
Número de páginas
235
Contacto del fabricante
Taylor and Francis, GPSR Taylor and Francis
gpsr@taylorandfrancis.com

Taylor & Francis Verlag GmbH, Kaufingerstraße 24
München
80331
Alemania

Otras ediciones populares con el mismo título

9781584888086: Parallel Iterative Algorithms: From Sequential to Grid Computing (Chapman & Hall/crc Numerical Analy & Scient Comp. Series)

Edición Destacada

ISBN 10:  1584888083 ISBN 13:  9781584888086
Editorial: Chapman and Hall/CRC, 2007
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