Parallel Scientific Computation: A Structured Approach using BSP and MPI

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Rob H. Bisseling (, Associate Professor, Mathematics Department, Utrecht University)

Parallel Scientific Computation

A Structured Approach using BSP and MPI

Rob H. Bisseling (, Associate Professor, Mathematics Department, Utrecht University)

$330

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English

Oxford University Press
01 March 2004

Computer programming & software development; Maths for computer scientists; Parallel processing

This is the first text explaining how to use the bulk synchronous parallel (BSP) model and the freely available BSPlib communication library in parallel algorithm design and parallel programming. Aimed at graduate students and researchers in mathematics, physics and computer science,

the main topics treated in the book are core topics in the area of scientific computation and many additional topics are treated in numerous exercises. An appendix on the message-passing interface (MPI) discusses how to program using the MPI communication library. MPI equivalents of all the programs are also presented.

The main topics treated in the book are core in the area of scientific computation: solving dense linear systems by Gaussian elimination, computing fast Fourier transforms, and solving sparse linear systems by iterative methods. Each topic is treated in depth, starting from the problem formulation and a sequential algorithm, through a parallel algorithm and its analysis, to a complete parallel program written in C and BSPlib, and experimental results obtained using this program on a parallel computer. Additional topics treated in the exercises include: data compression, random number generation, cryptography, eigensystem solving, 3D and Strassen matrix multiplication, wavelets and image compression, fast cosine transform, decimals of pi, simulated annealing, and molecular dynamics. The book contains five small but complete example programs written in BSPlib which illustrate the methods taught. The appendix on MPI discusses how to program in a structured, bulk synchronous parallel style using the MPI communication library. It presents MPI equivalents of all the programs in the book.

The complete programs of the book and their driver programs are freely available online in the packages BSPedupack and MPIedupack.

By: Rob H. Bisseling ( Associate Professor Mathematics Department Utrecht University)
Imprint: Oxford University Press
Country of Publication: United Kingdom
Dimensions: Height: 242mm, Width: 163mm, Spine: 23mm
Weight: 664g
ISBN: 9780198529392
ISBN 10: 0198529392
Pages: 324
Publication Date: 01 March 2004
Audience: College/higher education , Primary
Format: Hardback
Publisher's Status: Active

Reviews for Parallel Scientific Computation: A Structured Approach using BSP and MPI

`Useful for students and researchers in the field of computer science, numerical analysis and high performance computing' EMS Newsletter

MOTHER'S DAY SPECIALS! SHOW ME MORE

Parallel Scientific Computation

A Structured Approach using BSP and MPI

Rob H. Bisseling (, Associate Professor, Mathematics Department, Utrecht University)

$330

Hardback

Reviews for Parallel Scientific Computation: A Structured Approach using BSP and MPI

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