Programming massively parallel processors : a hands-on approach.: a hands-on approach. (2022)

• Record Type: Book
• Authors: Hwu, Wen-mei; Kirk, David, 1960-; Hajj, Izzat El
• Other Names: Kirk, David, 1960-
• Contents: 1. Introduction; 2. Data parallel computing; 3. Scalable parallel execution; 4. Memory and data locality; 5. Performance considerations; 6. Numerical considerations; 7. Parallel patterns: convolution: An introduction to stencil computation; 8. Parallel patterns: prefix sum: An introduction to work efficiency in parallel algorithms; 9. Parallel patterns—parallel histogram computation: An introduction to atomic operations and privatization; 10. Parallel patterns: sparse matrix computation: An introduction to data compression and regularization; 11. Parallel patterns: merge sort: An introduction to tiling with dynamic input data identification; 12. Parallel patterns: graph search; 13. CUDA dynamic parallelism; 14. Application case study—non-Cartesian magnetic resonance imaging: An introduction to statistical estimation methods; 15. Application case study—molecular visualization and analysis; 16. Application case study—machine learning; 17. Parallel programming and computational thinking; 18. Programming a heterogeneous computing cluster; 19. Parallel programming with OpenACC; 20. More on CUDA and graphics processing unit computing; 21. Conclusion and outlook
• Edition: Fourth edition
• Publisher Details: Amsterdam : Morgan Kaufmann
• Publication Date: 2022
• Extent: 1 online resource, illustrations
• Subjects: 004.35; Multiprocessors; Parallel processing (Electronic computers); Parallel programming (Computer science)
• Languages: English
• ISBNs: 9780323984638
• Related ISBNs: 9780323912310
• Notes: Note: Includes bibliographical references and index.; Note: Description based on CIP data; resource not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.