| Description |
1 online resource (1 volume) : illustrations |
| Bibliography |
Includes bibliographical references and index. |
| Contents |
Introduction -- Background -- Patterns -- Map -- Collectives -- Data reorganization -- Stencil and recurrence -- Fork-join -- Pipeline -- Forward seismic simulation -- K-means clustering -- Bzip2 data compression -- Merge sort -- Sample sort -- Cholesky factorization. |
| Summary |
Annotation 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 modelsDevelops a composable, structured, scalable, and machine-independent approach to parallel computingIncludes detailed examples in both Cilk Plus and the latest Threading Building Blocks, which support a wide variety of computers. |
| Subject |
Software patterns.
|
|
Structured programming.
|
|
Logiciels -- Modèles de conception. |
|
Programmation structurée. |
|
Software patterns |
|
Structured programming |
| Added Author |
Robison, Arch D.
|
|
Reinders, James.
|
| Added Title |
Patterns for efficient computation |
| Other Form: |
Print version: McCool, Michael D. Structured parallel programing 9780124159938 (DLC) 2012023085 (OCoLC)804144096 |
| ISBN |
9780123914439 |
|
0123914434 |
|
0124159931 (pbk.) |
|
9780124159938 (pbk.) |
| Standard No. |
9786613689603 |
|
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