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Higher Education Engineering and Computer Science Computer Science

Parallel Programming: Techniques and Applications Using Networked Workstations and Parallel Computers, 2/e

by Barry Wilkinson

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Designed for undergraduate/graduate-level parallel programming courses.

This nontheoretical, highly accessible text—which is linked to real parallel programming software—covers the techniques of parallel programming in a practical manner that enables students to write and evaluate their parallel programs. Supported by the National Science Foundation and exhaustively

class-tested, it is the first text of its kind that does not require access to a special multiprocessor system, concentrating instead only on parallel programs that can be executed on networked workstations using freely available parallel software tools. The Second Edition has been revised to incorporate a greater focus on cluster programming as this type of programming has become more widespread with the availability of low-cost computers.


Features

NEW - Chapter on Distributed Shared Memory (DSM) programming—Describes techniques and tools for shared memory programming on clusters. NEW - Content revisions throughout. NEW - Required software (MPI, PVM, DSM) available FREE! Usage of MPI and PVM pseudocodes. Thorough coverage of shared memory programming and Pthreads. Exploration of such applications as numerical algorithms, image processing and searching and optimization.

Contents

BASICTECHNIQUES. Parallel Computers. Message-Passing Computing. Embarrassingly Parallel Computations. Partitioning and Divide and Conquer Strategies. Pipelined Computations. Synchronous Computations. Load Balancing and Termination Detection. Programming with Shared Memory. Distributed Shared Memory Systems and Programming. ALGORITHMS AND APPLICATIONS. Sorting Algorithms. Numerical Algorithms. Image Processing. Searching and Optimization. AppendixA:Basic MPI Routines. AppendixB:Basic Pthread Routines. AppendixC:OpenMP Directives, Library Functions,and Environment Variables Index.