Structured Parallel Programming: Patterns for Efficient Computation

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Michael McCool (Software Architect, Intel Corporation) James Reinders (Director and Programming Model Architect, Intel Corporation)

Structured Parallel Programming

Patterns for Efficient Computation

Michael McCool (Software Architect, Intel Corporation), James Reinders (Director and Programming Model Architect, Intel Corporation), Arch Robison (Senior Principal Engineer, Intel Corporation) , James Reinders (Director and Programming Model Architect, Intel Corporation)

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English

Morgan Kaufmann Publishers In
25 June 2012

Computer programming & software development; Parallel processing

Structured Parallel Programming offers the simplest way for developers to learn patterns for high-performance parallel programming. Written by parallel computing experts and industry insiders Michael McCool, Arch Robison, and James Reinders, this book explains how to design and implement maintainable and efficient parallel algorithms using a composable, structured, scalable, and machine-independent approach to parallel computing. It presents both theory and practice, and provides detailed concrete examples using multiple programming models.

The examples in this book are presented using two of the most popular and cutting edge programming models for parallel programming: Threading Building Blocks, and Cilk Plus. These architecture-independent models enable easy integration into existing applications, preserve investments in existing code, and speed the development of parallel applications. Examples from realistic contexts illustrate patterns and themes in parallel algorithm design that are widely applicable regardless of implementation technology.

Software developers, computer programmers, and software architects will find this book extremely helpful.

By: Michael McCool (Software Architect Intel Corporation), James Reinders (Director and Programming Model Architect, Intel Corporation), Arch Robison (Senior Principal Engineer, Intel Corporation), James Reinders (Director and Programming Model Architect, Intel Corporation), James Reinders (Director and Programming Model Architect, Intel Corporation)
Imprint: Morgan Kaufmann Publishers In
Country of Publication: United States
Dimensions: Height: 234mm, Width: 191mm, Spine: 30mm
Weight: 770g
ISBN: 9780124159938
ISBN 10: 0124159931
Pages: 432
Publication Date: 25 June 2012
Audience: Professional and scholarly , Undergraduate
Format: Paperback
Publisher's Status: Active

1. Introduction 2. Map 3. Collectives 4. Data reorganization 5. Fork-join 6. Examples 7. Further Reading

Michael McCool has research and application experience in the areas of data mining, computer graphics (specifically sampling, rasterization, texture hardware, antialiasing,shading, illumination, and visualization), medical imaging, signal and image processing, financial analysis,and languages and programming platforms for high productivity parallel computing. In order to commercialize research work into many-core computing platforms done while he was a professor at the University of Waterloo,in 2004 he co-founded RapidMind, which in 2009 was acquired by Intel. Currently he is a Software Architect with Intel working on Array Building Blocks and an Adjunct Associate Professor with the University of Waterloo. In addition to his university teaching, he has presented tutorials at Eurographics, SIGGRAPH, and SC on graphics and/or parallel computing. James Reinders is a senior engineer who joined Intel Corporation in 1989 and has contributed to projects including the world's first TeraFLOP supercomputer (ASCI Red), as well as compilers and architecture work for a number of Intel processors and parallel systems. James has been a driver behind the development of Intel as a major provider of software development products, and serves as their chief software evangelist. James has published numerous articles, contributed to several books and is widely interviewed on parallelism. James has managed software development groups, customer service and consulting teams, business development and marketing teams. James is sought after to keynote on parallel programming, and is the author/co-author of three books currently in print including Structured Parallel Programming, published by Morgan Kaufmann in 2012. Arch Robison is the architect of Threading Building Blocks.He was the lead developer for KAI C++, which established the state of the art for C++ optimization in the '90s. He has 12 software patents, 3 award winning entries in the International Obfuscated C Code Contest, and an Erdos number of 3. He is also the (uncredited) author of the TBB Tutorial and Design Patterns documents, as well as most of the TBB Reference manual, and wrote a chapter of the Intel Multi-core Programming book. He has presented TBB tutorials at OSCON, PADTAD, and HPCC07, and invited talks on TBB at LCPC, Texas A&M, U. Maryland, Indiana U., MIT, and UIUC. Finally, he has presented short classes (three 75 minute sessions) on parallel programming at UIUC.

Reviews for Structured Parallel Programming: Patterns for Efficient Computation

I've been dreaming for a while of a modern accessible book that I could recommend to my threading-deprived colleagues and assorted enquirers to get them up to speed with the core concepts of multithreading as well as something that covers all the major current interesting implementations. Finally I have that book. - Martin Watt, Principal Engineer, Dreamworks Animation

Winner of Intel Recommended Reading List for Developers, 1st Half 2014 - Books for Software Developers 2014
Winner of Intel Recommended Reading List for Developers, 2nd Half 2013 - Books for Software Developers 2013