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Introduction to Parallel and Vector Scientific Computation

By: Ronald W. Shonkwiler Lew Lefton (Author)

Ksh 26,100.00
Format :

Format(s): DRM PDF

ISBN-13: 9780511617935

Publisher: Cambridge University Press

Imprint: Cambridge University Press

Publication Date: December 12th, 2009

Country of Publication: US

Language: English

Physical Edition EAN: 9780521864787

Category: Numerical analysis , Computing & information technology , Algorithms & data structures , Computer networking & communications , Parallel processing

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  • Author Bio

In this text, students of applied mathematics, science and engineering are introduced to fundamental ways of thinking about the broad context of parallelism. The authors begin by giving the reader a deeper understanding of the issues through a general examination of timing, data dependencies, and communication. These ideas are implemented with respect to shared memory, parallel and vector processing, and distributed memory cluster computing. Threads, OpenMP, and MPI are covered, along with code examples in Fortran, C, and Java. The principles of parallel computation are applied throughout as the authors cover traditional topics in a first course in scientific computing. Building on the fundamentals of floating point representation and numerical error, a thorough treatment of numerical linear algebra and eigenvector/eigenvalue problems is provided. By studying how these algorithms parallelize, the reader is able to explore parallelism inherent in other computations, such as Monte Carlo methods.

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