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Using OpenMP-The Next Step

Using OpenMP-The Next Step

Affinity, Accelerators, Tasking, and SIMD

by Eric StotzerChristian Terboven and Ruud Van Der Pas
Paperback
Publication Date: 20/10/2017

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A guide to the most recent, advanced features of the widely used OpenMP parallel programming model, with coverage of major features in OpenMP 4.5.

This book offers an up-to-date, practical tutorial on advanced features in the widely used OpenMP parallel programming model. Building on the previous volume, Using OpenMP: Portable Shared Memory Parallel Programming (MIT Press), this book goes beyond the fundamentals to focus on what has been changed and added to OpenMP since the 2.5 specifications. It emphasizes four major and advanced areas: thread affinity (keeping threads close to their data), accelerators (special hardware to speed up certain operations), tasking (to parallelize algorithms with a less regular execution flow), and SIMD (hardware assisted operations on vectors).

As in the earlier volume, the focus is on practical usage, with major new features primarily introduced by example. Examples are restricted to C and C++, but are straightforward enough to be understood by Fortran programmers. After a brief recap of OpenMP 2.5, the book reviews enhancements introduced since 2.5. It then discusses in detail tasking, a major functionality enhancement; Non-Uniform Memory Access (NUMA) architectures, supported by OpenMP; SIMD, or Single Instruction Multiple Data; heterogeneous systems, a new parallel programming model to offload computation to accelerators; and the expected further development of OpenMP.

ISBN:
9780262534789
9780262534789
Category:
Grid & parallel computing
Format:
Paperback
Publication Date:
20-10-2017
Language:
English
Publisher:
MIT Press
Country of origin:
United States
Dimensions (mm):
228.6x204.72x20.32mm
Weight:
0.73kg

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