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Patterns for Parallel Programming
     

Patterns for Parallel Programming

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by Timothy G. Mattson
 

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The Parallel Programming Guide for Every Software Developer

From grids and clusters to next-generation game consoles, parallel computing is going mainstream. Innovations such as Hyper-Threading Technology, HyperTransport Technology, and multicore microprocessors from IBM, Intel, and Sun are accelerating the movement's growth. Only

Overview

 

The Parallel Programming Guide for Every Software Developer

From grids and clusters to next-generation game consoles, parallel computing is going mainstream. Innovations such as Hyper-Threading Technology, HyperTransport Technology, and multicore microprocessors from IBM, Intel, and Sun are accelerating the movement's growth. Only one thing is missing: programmers with the skills to meet the soaring demand for parallel software.

That's where Patterns for Parallel Programming comes in. It's the first parallel programming guide written specifically to serve working software developers, not just computer scientists. The authors introduce a complete, highly accessible pattern language that will help any experienced developer "think parallel"-and start writing effective parallel code almost immediately. Instead of formal theory, they deliver proven solutions to the challenges faced by parallel programmers, and pragmatic guidance for using today's parallel APIs in the real world. Coverage includes:

  • Understanding the parallel computing landscape and the challenges faced by parallel developers
  • Finding the concurrency in a software design problem and decomposing it into concurrent tasks
  • Managing the use of data across tasks
  • Creating an algorithm structure that effectively exploits the concurrency you've identified
  • Connecting your algorithmic structures to the APIs needed to implement them
  • Specific software constructs for implementing parallel programs
  • Working with today's leading parallel programming environments: OpenMP, MPI, and Java

Patterns have helped thousands of programmers master object-oriented development and other complex programming technologies. With this book, you will learn that they're the best way to master parallel programming too.


Product Details

ISBN-13:
9780321630032
Publisher:
Pearson Education
Publication date:
09/15/2004
Series:
Software Patterns Series
Sold by:
Barnes & Noble
Format:
NOOK Book
Pages:
384
File size:
11 MB
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This product may take a few minutes to download.

Meet the Author

Timothy G. Mattson is Intel's industry manager for life sciences. His research focuses on technologies that simplify parallel computing for general programmers, with an emphasis on computational biology. He holds a Ph.D. in chemistry from the University of California, Santa Cruz.

Beverly A. Sanders is associate professor at the Department of Computer and Information Science and Engineering, University of Florida, Gainesville. Her research focuses on techniques to help programmers construct high-quality, correct programs, including formal methods, component systems, and design patterns. She holds a Ph.D. in applied mathematics from Harvard University.

Berna L. Massingill is assistant professor in the Department of Computer Science at Trinity University, San Antonio, Texas. Her research interests include parallel and distributed computing, design patterns, and formal methods. She holds a Ph.D. in computer science from the California Institute of Technology.


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Patterns for Parallel Programming 3 out of 5 based on 0 ratings. 3 reviews.
Anonymous More than 1 year ago
Anonymous More than 1 year ago
Guest More than 1 year ago
This book tries to do for parallel programming what the seminal Gang of Four book did for sequential programming. While it remains to be seen if Mattson, Sanders and Massingill will succeed, their book serves a vital educational role. Until the 90s, parallel programming was relatively rare. But as hardware continued to get cheaper, many practical uses emerged. The authors point out that the bottleneck has now shifted to software. How does one find concurrency in a design? And given this, how to code it? The book tackles both issues. The latter is treated by explaining how to use MPI, OpenMP and Java for parallel coding. Where MPI and OpenMP were expressly made for this task. And with Java, the book discusses its concurrency classes and how these can be applied to parallel problems. The former issue of somehow finding concurrency is harder. This is really a wetware issue. You are the wetware. The book's core value is in showing common parallel patterns, that distills the essence of much previous work in the field. Plus, the book is not just iterating through a list of such patterns. As with the GoF, we have a pattern language. A metalevel, in which a walkthrough of the patterns and comparing these with your problem, helps you find appropriate patterns to map it to.