Programming Massively Parallel Processors : A Hands-on Approach - Kirk, David

Programming Massively Parallel Processors : A Hands-on Approach

David Kirk

Yayınevi: Morgan Kaufmann

Yayın tarihi: 03/2010

ISBN: 9780123814722

Yazar : Wen-mei W. Hwu

İngilizce | 280 Sayfa | 18,8 cm x 23,37 cm

Tür: Bilgisayar-Akademik

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Multi-core processors are no longer the future of computing - they are the present day reality. A typical mass-produced CPU features multiple processor cores, while a GPU (Graphics Processing Unit) may have hundreds or even thousands of cores. With the rise of multi-core architectures has come the need to teach advanced programmers a new and essential skill: how to program massively parallel processors. "Programming Massively Parallel Processors: A Hands-on Approach" shows both student and professional alike the basic concepts of parallel programming and GPU architecture. Various techniques for constructing parallel programs are explored in detail. Case studies demonstrate the development process, which begins with computational thinking and ends with effective and efficient parallel programs. This title describes computational thinking techniques that will enable you to think about problems in ways that are amenable to high-performance parallel computing. It utilizes CUDA (Compute Unified Device Architecture), NVIDIA's software development tool created specifically for massively parallel environments. It shows you how to achieve both high-performance and high-reliability using the CUDA programming model as well as OpenCL.

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