High Performance Computing: Modern Systems and Practices

by Thomas Sterling, Maciej Brodowicz, Matthew Anderson

Overview

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.

Product Details

ISBN-13:	9780323902120
Publisher:	Morgan Kaufmann Publishers
Publication date:	09/19/2024
Sold by:	Barnes & Noble
Format:	eBook
Pages:	480
File size:	98 MB
Note:	This product may take a few minutes to download.

About the Author

Thomas Sterling is Professor of Informatics and Computing at Indiana University. He serves as the Executive Associate Director of the Center for Research in Extreme Scale Technologies (CREST) and as its Chief Scientist. He is most widely known for his pioneering work in commodity cluster computing as leader of the Beowulf Project for which he and colleagues were awarded the Gordon Bell Prize. Professor Sterling currently leads a team of researchers at IU to enable a new generation of extreme scale computing systems and applications. He is the co-author of six books and holds six patents. He has taught a graduate level course upon which this textbook will be heavily informed, five times.

Maciej Brodowicz is Advanced Parallel Computing Engineer at the Center for Research in Extreme Scale Technologies (CREST) at Indiana University.

Matthew Anderson works in the Department of English at the University of New England, Maine, USA.

Table of Contents

1. Introduction2. HPC Architecture3. Commodity Clusters4. Benchmarking5. The Essential Moab6. SMP7. The Essential OpenMP8. The Essential MPI9. Parallel Algorithms10. Libraries11. Operating Systems12. Scientific Visualization13. Performance Monitoring14. Debugging15. Accelerators16. Essential OpenACC17. Mass Storage18. File Systems19. Map Reduce20. Checkpointing21. Beyond (Next Steps)

Appendices: Essential CLinux User Interface

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From the Publisher

An in-depth, integrated guide to mastering high performance computing challenges