Gpu Computing Gems Jade Edition (Applications of Gpu Computing)

Language: English

Published by MORGAN KAUFMANN PUBL INC, 2011

0123859638 / 9780123859631

Series: Book 2 of 2 - Applications of GPU Computing Series

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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Neu Neuware, Importqualität, auf Lager, Sofortversand - GPU Computing Gems, Jade Edition, offers hands-on, proven techniques for general purpose GPU programming based on the successful application experiences of leading researchers and developers. One of few resources available that distills the best practices of the community of CUDA programmers, this second edition contains 100% new material of interest across industry, including finance, medicine, imaging, engineering, gaming, environmental science, and green computing. It covers new tools and frameworks for productive GPU computing application development and provides immediate benefit to researchers developing improved programming environments for GPUs. Divided into five sections, this book explains how GPU execution is achieved with algorithm implementation techniques and approaches to data structure layout. More specifically, it considers three general requirements: high level of parallelism, coherent memory access by threads within warps, and coherent control flow within warps. Chapters explore topics such as accelerating database searches; how to leverage the Fermi GPU architecture to further accelerate prefix operations; and GPU implementation of hash tables. There are also discussions on the state of GPU computing in interactive physics and artificial intelligence; programming tools and techniques for GPU computing; and the edge and node parallelism approach for computing graph centrality metrics. In addition, the book proposes an alternative approach that balances computation regardless of node degree variance. Software engineers, programmers, hardware engineers, and advanced students will find this book extremely usefull. For useful source codes discussed throughout the book, the editors invite readers to the following website: GPU Computing Gems offers 100% new material of interest across industry, including finance, medicine, imaging, engineering, gaming, environmental science, green computing, and more Covers new tools and frameworks for productive GPU computing application development and offers immediate benefit to researchers developing improved programming environments for GPUs Even more hands-on, proven techniques demonstrating how general purpose GPU computing is changing scientific research Distills the best practices of the community of CUDA programmers; each chapter provides insights and ideas as well as 'hands on' skills applicable to a variety of fields.…

Title
Gpu Computing Gems Jade Edition (Applications of Gpu Computing)
Author
Wen-mei Hwu
Publisher
MORGAN KAUFMANN PUBL INC
Publication year
2011
Condition
Neu
Binding
Gebundene Ausgabe
Language
English
ISBN 10
0123859638
ISBN 13
9780123859631
Item weight
1,352 grams
Dimensions
242x202x43 mm
Series
Book 2 of 2: Applications of GPU Computing Series

AHA-BUCH GmbH

Einbeck, Germany

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