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Introduction to parallel computing : from algorithms to programming on state-of-the-art platforms

Author: Roman Trobec; Boštjan Slivnik; Patricio Bulić; Borut Robič
Publisher: Cham, Switzerland : Springer, 2018.
Series: Undergraduate topics in computer science
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
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  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Printed edition:
Printed edition:
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Roman Trobec; Boštjan Slivnik; Patricio Bulić; Borut Robič
ISBN: 9783319988337 3319988336 9783319988344 3319988344
OCLC Number: 1056105667
Description: 1 online resource (xii, 256 pages) : illustrations (some color).
Contents: Part I: Foundations --
Why Do We Need Parallel Programming --
Overview of Parallel Systems --
Part II: Programming --
Programming Multi-Core and Shared Memory Multiprocessors Using OpenMP --
MPI Processes and Messaging --
OpenCL for Massively Parallel Graphic Processors --
Part III: Engineering --
Engineering: Parallel Computation of the Number ? --
Engineering: Parallel Solution of 1-D Heat Equation --
Engineering: Parallel Implementation of Seam Carving --
Final Remarks and Perspectives --
Appendix A: Hints for Making Your Computer a Parallel Machine.
Series Title: Undergraduate topics in computer science
Responsibility: Roman Trobec, Boštjan Slivnik, Patricio Bulić, Borut Robič.

Abstract:

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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