Parallel Scientific Computation: A Structured Approach using BSP and MPI - Hardcover

Bisseling, Rob H.

 
9780198529392: Parallel Scientific Computation: A Structured Approach using BSP and MPI
Hardcover
ISBN 10: 0198529392 ISBN 13: 9780198529392
Publisher: Oxford University Press, 2004

Synopsis

Based on the author's extensive development, this is the first text explaining how to use BSPlib, the bulk synchronous parallel library, which is freely available for use in parallel programming. Aimed at graduate students and researchers in mathematics, physics and computer science, the main topics treated in the book are core 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. This book contains five small but complete example programs written in BSPlib which illustrates 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 packages called BSPedupack and MPIedupack.

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About the Author

Rob H. Bisseling is at Associate Professor, Mathematics Department, Utrecht University.

"About this title" may belong to another edition of this title.

Publisher
Oxford University Press
Publication date
2004
Language
English
ISBN 10 
0198529392
ISBN 13 
9780198529392
Binding
Hardcover
Edition number
1
Number of pages
324