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High Performance Computing

Modern Systems and Practices

Specificaties
Paperback, blz. | Engels
Elsevier Science | e druk, 2024
ISBN13: 9780128230350
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Elsevier Science e druk, 2024 9780128230350
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Samenvatting

Performance Computing: Modern Systems and Practices is a fully comprehensive and easily accessible treatment of high performance computing, covering fundamental concepts and essential knowledge while also providing key skills training. With this book, students will begin their careers with an understanding of possible directions for future research and development in HPC, domain scientists will learn how to use supercomputers as a key tool in their quest for new knowledge, and practicing engineers will discover how supercomputers can employ HPC systems and methods to the design and simulation of innovative products.

This new edition has been fully updated, and has been reorganized and restructured to improve accessibility for undergraduate students while also adding trending content such as machine learning and a new chapter on CUDA.

Specificaties

ISBN13:9780128230350
Taal:Engels
Bindwijze:Paperback

Inhoudsopgave

<p>1. Introduction<br>2. HPC Architecture<br>3. Commodity Clusters<br>4. Benchmarking<br>5. The Essential Moab<br>6. SMP<br>7. The Essential OpenMP<br>8. The Essential MPI<br>9. Parallel Algorithms<br>10. Libraries<br>11. Operating Systems<br>12. Scientific Visualization<br>13. Performance Monitoring<br>14. Debugging<br>15. Accelerators<br>16. Essential OpenACC<br>17. Mass Storage<br>18. File Systems<br>19. Map Reduce<br>20. Checkpointing<br>21. Beyond (Next Steps)<br>Appendices: Essential C Linux User Interface</p>

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        High Performance Computing