Structured Parallel Programming: Patterns for Efficient Computation

Michael McCool

Couverture souple

ISBN 10 : 0124159931 ISBN 13 : 9780124159938

Editeur : Morgan Kaufmann, 2012

Book by McCool Michael Reinders James Robison Arch

Présentation de l'éditeur :

Structured Parallel Programming offers the simplest way for developers to learn patterns for high-performance parallel programming. Written by parallel computing experts and industry insiders Michael McCool, Arch Robison, and James Reinders, this book explains how to design and implement maintainable and efficient parallel algorithms using a composable, structured, scalable, and machine-independent approach to parallel computing. It presents both theory and practice, and provides detailed concrete examples using multiple programming models.

The examples in this book are presented using two of the most popular and cutting edge programming models for parallel programming: Threading Building Blocks, and Cilk Plus. These architecture-independent models enable easy integration into existing applications, preserve investments in existing code, and speed the development of parallel applications. Examples from realistic contexts illustrate patterns and themes in parallel algorithm design that are widely applicable regardless of implementation technology.

Software developers, computer programmers, and software architects will find this book extremely helpful.

• The patterns-based approach offers structure and insight that developers can apply to a variety of parallel programming models
• Develops a composable, structured, scalable, and machine-independent approach to parallel computing
• Includes detailed examples in both Cilk Plus and the latest Threading Building Blocks, which support a wide variety of computers

Présentation de l'éditeur :

Programming is now parallel programming. Much as structured programming revolutionized traditional serial programming decades ago, a new kind of structured programming, based on patterns, is relevant to parallel programming today. Parallel computing experts and industry insiders Michael McCool, Arch Robison, and James Reinders describe how to design and implement maintainable and efficient parallel algorithms using a pattern-based approach. They present both theory and practice, and give detailed concrete examples using multiple programming models. Examples are primarily given using two of the most popular and cutting edge programming models for parallel programming: Threading Building Blocks, and Cilk Plus. These architecture-independent models enable easy integration into existing applications, preserve investments in existing code, and speed the development of parallel applications. Examples from realistic contexts illustrate patterns and themes in parallel algorithm design that are widely applicable regardless of implementation technology.

• The patterns-based approach offers structure and insight that developers can apply to a variety of parallel programming models
• Develops a composable, structured, scalable, and machine-independent approach to parallel computing
• Includes detailed examples in both Cilk Plus and the latest Threading Building Blocks, which support a wide variety of computers