Programming massively parallel processors : a hands-on approach /: a hands-on approach. (2016)
- Record Type:
- Book
- Title:
- Programming massively parallel processors : a hands-on approach /: a hands-on approach. (2016)
- Main Title:
- Programming massively parallel processors : a hands-on approach
- Further Information:
- Note: David B. Kirk and Wen-mei W. Hwu.
- Authors:
- Kirk, David, 1960-
Hwu, Wen-mei - Contents:
- 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
- Edition:
- Third edition
- Publisher Details:
- Amsterdam : Morgan Kaufmann
- Publication Date:
- 2016
- Extent:
- 1 online resource
- Subjects:
- 004.35
Multiprocessors
Parallel processing (Electronic computers)
Parallel programming (Computer science) - Languages:
- English
- ISBNs:
- 9780128119877
- Related ISBNs:
- 9780128119860
- Notes:
- Note: Includes bibliographical references and index.
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- British Library HMNTS - ELD.DS.102528
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