Programming Massively Parallel Processors pdf epub mobi txt 电子书下载 2025

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出版者:Morgan Kaufmann

作者:David B. Kirk

出品人:

页数:280

译者:

出版时间:2010

价格:USD 69.95

装帧:Paperback

isbn号码:9780123814722

丛书系列:

图书标签:

GPU
并行计算
Parallel
并行
编程
计算机
CUDA
Processors
Massively Parallel Processing
Parallel Computing
GPGPU
CUDA
OpenCL
Heterogeneous Computing
High-Performance Computing
Computer Architecture
Programming
Scientific Computing

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具体描述

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.

*Describes computational thinking techniques that will enable you to think about problems in ways that are amenable to high-performance parallel computing.

*Utilizes CUDA (Compute Unified Device Architecture), NVIDIA's software development tool created specifically for massively parallel environments.

*Shows you how to achieve both high-performance and high-reliability using the CUDA programming model as well as OpenCL.