Introduction to Parallel Computing by Vipin Kumar

Introduction to Parallel Computing by Vipin Kumar

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Résumé

Including an introductory chapter surveying models of parallel architecture, this book provides an explanation of data mapping and systolic systems and arrays. It also discusses the issues involved in adopting parallel algorithms for different architectures.

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Introduction to Parallel Computing by Vipin Kumar

Take an in-depth look at techniques for the design and analysis of parallel algorithms with this new text. The broad, balanced coverage of important core topics includes sorting and graph algorithms, discrete optimization techniques, and scientific computing applications. The authors focus on parallel algorithms for realistic machine models while avoiding architectures that are unrealizable in practice. They provide numerous examples and diagrams illustrating potentially difficult subjects and conclude each chapter with an extensive list of bibliographic references. In addition, problems of varying degrees of difficulty challenge readers at different levels. Introduction to Parallel Computing is an ideal tool for students and professionals who want insight into problem-solving with parallel computers. Features: *Presents parallel algorithms in terms of a small set of basic data communication operations, greatly simplifying the design and understanding of these algorithms. *Emphasizes practical issues of performance, efficiency, and scalability. *Provides a self-contained discussion of the basic concepts of parallel computer architectures. *Covers algorithms for scientific computation, such as dense and sparse matrix computations, linear system solving, finite elements, and FFT. *Discusses algorithms for combinatorial optimization, including branch-and-bound, unstructured tree search, and dynamic programming. *Incorporates various parallel programming models and languages as well as illustrative examples for commercially-available computers. Audience: Junior/Senior/Graduate Computer Science and Computer Engineering majors Professional/Reference Courses: Distributed Computing Parallel Programming Parallel Algorithms Prerequisites: Operating Systems and Analysis of Algorithms 0805331700B04062001
SKU Non disponible
ISBN 13 9780805331707
ISBN 10 0805331700
Titre Introduction to Parallel Computing
Auteur Vipin Kumar
État Non disponible
Type de reliure Paperback
Éditeur Pearson Education (US)
Année de publication 1994-01-19
Nombre de pages 597
Note de couverture La photo du livre est présentée à titre d'illustration uniquement. La reliure, la couverture ou l'édition réelle peuvent varier.
Note Non disponible