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Introduction to Parallel Computing : From Algorithms to Programming on State-of-the-Art Platforms - 2018 ed.

By: (Author) Borut Robic , (Author) Bostjan Slivnik , (Author) Patricio Bulic , (Author) Roman Trobec

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Ksh 6,300.00

Format: Paperback or Softback

ISBN-10: 3319988328

ISBN-13: 9783319988320

Edition: 2018 ed.

Series: Undergraduate Topics in Computer Science

Publisher: Springer International Publishing AG

Imprint: Springer International Publishing AG

Country of Manufacture: CH

Country of Publication: GB

Publication Date: Oct 9th, 2018

Print length: 256 Pages

Weight: 406 grams

Dimensions (height x width x thickness): 23.10 x 16.10 x 1.50 cms

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Advancements in microprocessor architecture, interconnection technology, and software development have fueled rapid growth in parallel and distributed computing. However, this development is only of practical benefit if it is accompanied by progress in the design, analysis and programming of parallel algorithms. This concise textbook provides, in one place, three mainstream parallelization approaches, Open MPP, MPI and OpenCL, for multicore computers, interconnected computers and graphical processing units. An overview of practical parallel computing and principles will enable the reader to design efficient parallel programs for solving various computational problems on state-of-the-art personal computers and computing clusters. Topics covered range from parallel algorithms, programming tools, OpenMP, MPI and OpenCL, followed by experimental measurements of parallel programs’ run-times, and by engineering analysis of obtained results for improved parallel execution performances. Many examples and exercises support the exposition.

Advancements in microprocessor architecture, interconnection technology, and software development have fueled rapid growth in parallel and distributed computing. However, this development is only of practical benefit if it is accompanied by progress in the design, analysis and programming of parallel algorithms.

This concise textbook provides, in one place, three mainstream parallelization approaches, Open MPP, MPI and OpenCL, for multicore computers, interconnected computers and graphical processing units. An overview of practical parallel computing and principles will enable the reader to design efficient parallel programs for solving various computational problems on state-of-the-art personal computers and computing clusters.

Topics covered range from parallel algorithms, programming tools, OpenMP, MPI and OpenCL, followed by experimental measurements of parallel programs'' run-times, and by engineering analysis of obtained results for improved parallel execution performances.

Many examples and exercises support the exposition.


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