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Parallel Scientific Computation: A Structured Approach using BSP and MPI


Free Shipping Included! Parallel Scientific Computation: A Structured Approach using BSP and MPI by Oxford University Press at EMS Linux. Hurry! Limited time offer. Offer valid only while supplies last. Based on the author's extensive development, this is the first text explaining how to use BSPlib, the bulk synchronous parallel library, which is


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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.

Additional Information

Manufacturer:Oxford University Press
Publisher:Oxford University Press
Studio:Oxford University Press
EAN:9780198529392
Item Weight:1.53 pounds
Item Size:0.9 x 6.2 x 6.2 inches
Package Weight:1.54 pounds
Package Size:6.38 x 0.87 x 0.87 inches

Parallel Scientific Computation: A Structured Approach using BSP and MPI by Oxford University Press

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Parallel Scientific Computation: A Structured Approach using BSP and MPI

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