عنوان

Programming massively parallel processors :

(Number (ISBN

012811987X

(Number (ISBN

9780128119877

Erroneous ISBN

0128119861

Erroneous ISBN

9780128119860

Title Proper

Programming massively parallel processors :

General Material Designation

[Book]

Other Title Information

a hands-on approach /

First Statement of Responsibility

David B. Kirk and Wen-mei W. Hwu.

Edition Statement

Third edition.

Place of Publication, Distribution, etc.

Amsterdam :

Name of Publisher, Distributor, etc.

Morgan Kaufmann,

Date of Publication, Distribution, etc.

2016.

Specific Material Designation and Extent of Item

1 online resource

Text of Note

Includes bibliographical references and index.

Text of Note

Part 1 -- Basic Concepts and Skills 1. Introduction 2. Data-Parallel Programming 3. Data Parallel Execution Models 4. Memory Hierarchy 5. Performance Considerations

Part 2 -- Parallel Algorithm Patterns 6. Parallel Programming and Computational Thinking 7. Parallel Patterns -- Stencil Computation 8. Parallel Patterns -- Reduction Trees and Prefix Sum with an Introduction to work efficiency of parallel algorithms 9. Parallel Patterns -- Sorting with introduction to load balance considerations 10. Parallel Patterns -- Sparse Matrix-Vector Multiplication with introduction to data compression 11. Parallel Patterns -- Parallel Histogramming with introduction to atomic operations and privatization 12. Parallel Patterns -- Parallel Graph Algorithms with introduction to dynamic parallelism 13. Computational Neural Networks 14. Numerical Issues in Parallel Algorithms -- Floating-Point Considerations 15. Conclusion and Future Outlook

Appendix A. Introduction to OpenCL Appendix B. Parallel Programming with OpenACC Appendix C. A productivity Oriented Library for CUDA Appendix D. CUDA FORTRAN Appendix E. An Introduction to C++AMP Appendix F. Programming a Heterogeneous Cluster Appendix G. New Features in Kepler Appendix H. Matrix Multiplication Host-Only Version Source Code Appendix I. GPU Compute Capabilities

0

Text of Note

Programming Massively Parallel Processors: A Hands-on Approach, Third Edition shows both student and professional alike the basic concepts of parallel programming and GPU architecture, exploring, in detail, various techniques for constructing parallel programs. Case studies demonstrate the development process, detailing computational thinking and ending with effective and efficient parallel programs. Topics of performance, floating-point format, parallel patterns, and dynamic parallelism are covered in-depth. For this new edition, the authors have updated their coverage of CUDA, including coverage of newer libraries, such as CuDNN, moved content that has become less important to appendices, added two new chapters on parallel patterns, and updated case studies to reflect current industry practices.

Source for Acquisition/Subscription Address

Ingram Content Group

Stock Number

9780128119877

International Standard Book Number

9780128119860

Multiprocessors.

Parallel processing (Electronic computers)

Parallel programming (Computer science)

Mehrprozessorsystem

Multiprocessors.

Parallel processing (Electronic computers)

Parallel programming (Computer science)

Parallelverarbeitung

Programmierung

Number

Edition

Class number

Kirk, David,1960-

Hwu, Wen-mei

Date of Transaction

20200822084948.0

Cataloguing Rules (Descriptive Conventions))

pn

Electronic name

[Book]

Y