Parallel Programming Patterns
Working with Concurrency in OpenMP, MPI, Java, and OpenCL
Published on 5. July 2024
Book
Hardback
456 pages
978-0-321-68599-5 (ISBN)
Description
From cloud computing to smartphones, today's highest-growth software environments depend on parallel programming. That's why parallel programming is increasingly viewed as a foundational job skill expected of every professional developer. However, parallel computing requires traditional application developers to think and work differently; that's why it's so often viewed as difficult.
In Parallel Programming Patterns, three leading experts cut through the complexity, showing how to "think parallel," and offering practical solutions to many of the challenges you'll encounter. Drawing on immense experience programming parallel systems and teaching others to do so, the authors cover all this, and more:
What you need to know about concurrency in parallel programs, parallel architecture, and the jargon of parallel computing
How to find concurrency and decompose tasks and data
How to select and work with algorithm and supporting structures
How to work with implementation mechanisms for UE management, synchronization, and communication
Getting started with OpenMP, MPI, and concurrent programming in Java
In Parallel Programming Patterns, three leading experts cut through the complexity, showing how to "think parallel," and offering practical solutions to many of the challenges you'll encounter. Drawing on immense experience programming parallel systems and teaching others to do so, the authors cover all this, and more:
What you need to know about concurrency in parallel programs, parallel architecture, and the jargon of parallel computing
How to find concurrency and decompose tasks and data
How to select and work with algorithm and supporting structures
How to work with implementation mechanisms for UE management, synchronization, and communication
Getting started with OpenMP, MPI, and concurrent programming in Java
More details
Language
English
Place of publication
New Jersey
United States
Publishing group
Pearson Education (US)
Target group
Professional and scholarly
College/higher education
Dimensions
Height: 10 mm
Width: 10 mm
Thickness: 10 mm
Weight
1000 gr
ISBN-13
978-0-321-68599-5 (9780321685995)
Schweitzer Classification
Other editions
Additional editions
Timothy Mattson | Berna Massingill | Beverly Sanders
Parallel Programming Patterns
Working with Concurrency in OpenMP, MPI, Java, and OpenCL
Other
06/2024
Addison Wesley
€59.47
Shipment within 10-20 days
Content
Preface
1. A Pattern Language for Parallel Programming
2. Background and Jargon of Parallel Computing
3. The Finding Concurrency Design Space
4. The Algorithm Structure Design Space
5. The Supporting Structures Design Space
6. The Implementation Mechanisms Design Space
Appendix A. A Brief Introduction to OpenMP
Appendix B. A Brief Introduction to MPI
Appendix C. A Brief Introduction to Concurrent Programming in Java
Glossary
Bibliography
1. A Pattern Language for Parallel Programming
2. Background and Jargon of Parallel Computing
3. The Finding Concurrency Design Space
4. The Algorithm Structure Design Space
5. The Supporting Structures Design Space
6. The Implementation Mechanisms Design Space
Appendix A. A Brief Introduction to OpenMP
Appendix B. A Brief Introduction to MPI
Appendix C. A Brief Introduction to Concurrent Programming in Java
Glossary
Bibliography