GPU Computing Gems Jade Edition

Nonfiction, Computers, Computer Hardware, Microprocessors, Advanced Computing, Parallel Processing, Science & Nature, Technology
Cover of the book GPU Computing Gems Jade Edition by Wen-mei W. Hwu, Elsevier Science
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Wen-mei W. Hwu ISBN: 9780123859648
Publisher: Elsevier Science Publication: November 2, 2011
Imprint: Morgan Kaufmann Language: English
Author: Wen-mei W. Hwu
ISBN: 9780123859648
Publisher: Elsevier Science
Publication: November 2, 2011
Imprint: Morgan Kaufmann
Language: English

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:

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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:

More books from Elsevier Science

Cover of the book Strategic Intelligence Management by Wen-mei W. Hwu
Cover of the book Adhesives Technology for Electronic Applications by Wen-mei W. Hwu
Cover of the book Standards, Quality Control, and Measurement Sciences in 3D Printing and Additive Manufacturing by Wen-mei W. Hwu
Cover of the book Phthalonitrile Resins and Composites by Wen-mei W. Hwu
Cover of the book Bridging UX and Web Development by Wen-mei W. Hwu
Cover of the book Analysis of Cosmetic Products by Wen-mei W. Hwu
Cover of the book Brain Receptor Methodologies by Wen-mei W. Hwu
Cover of the book Source Separation and Machine Learning by Wen-mei W. Hwu
Cover of the book Encyclopedia of Fish Physiology by Wen-mei W. Hwu
Cover of the book Food Preservation Techniques by Wen-mei W. Hwu
Cover of the book The Mekong by Wen-mei W. Hwu
Cover of the book The Endocrinology of Pregnancy and Parturition by Wen-mei W. Hwu
Cover of the book Correlative Light and Electron Microscopy III by Wen-mei W. Hwu
Cover of the book Biomass, Biofuels, Biochemicals by Wen-mei W. Hwu
Cover of the book Non-Destructive Testing '92 by Wen-mei W. Hwu
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy