Description: Parallel Scientific Computation Please note: this item is printed on demand and will take extra time before it can be dispatched to you (up to 20 working days). A Structured Approach using BSP and MPI Author(s): Rob H. Bisseling Format: Hardback Publisher: Oxford University Press, United Kingdom Imprint: Oxford University Press ISBN-13: 9780198529392, 978-0198529392 Synopsis 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.
Price: 136.99 GBP
Location: Aldershot
End Time: 2024-12-06T21:24:38.000Z
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Book Title: Parallel Scientific Computation
Number of Pages: 324 Pages
Language: English
Publication Name: Parallel Scientific Computation: a Structured Approach Using Bsp and Mpi
Publisher: Oxford University Press
Publication Year: 2004
Subject: Computer Science
Item Height: 242 mm
Item Weight: 664 g
Type: Textbook
Author: Rob H. Bisseling
Item Width: 163 mm
Format: Hardcover
