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Betty's blog - An introduction to parallel and vector scientific computing download ebook
دوشنبه 22 خرداد 1391  04:00 ب.ظ
توسط: Betty Pitt

An introduction to parallel and vector scientific computing. Lew Lefton, Ronald W. Shonkwiler

An introduction to parallel and vector scientific computing



Download An introduction to parallel and vector scientific computing



An introduction to parallel and vector scientific computing Lew Lefton, Ronald W. Shonkwiler ebook pdf
Publisher: CUP
Language: English
Page: 306
ISBN: 052186478X, 9780521864787

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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