| Description |
1 online resource (ix, 381 pages, 8 unnumbered pages of plates) : illustrations (some color) |
| Series |
Chapman & Hall/CRC computational science series |
|
Chapman & Hall/CRC computational science series.
|
| Contents |
Parallel computer architecture / Samuel W. Williams, David H. Bailey Software interfaces to hardware counters / Shirley V. Moore, Daniel K. Terpstra, Vincent M. Weaver Measurement and Analysis of parallel program performance using TAU and HPCToolkit / Allen D. Malony, John Mellor-Crummey, Sameer S. Shende -- Trace-based tools / Jesus Labarta -- Large-scale numerical simulations on high-end computational platforms / Leonid Oliker [and others] -- Performance modeling: the convolution approach / David H Bailey, Allan Snavely, Laura Carrington -- Analytic modeling for memory access patterns based on Apex-MAP / Erich Strohmaier, Hongzhang Shan, Khaled Ibrahim -- The Roofline model / Samuel W. Williams -- End-to-end auto-tuning with active harmony / Jeffrey K. Hollingsworth, Ananta Tiwari -- Languages and compilers for auto-tuning / Mary Hall, Jacqueline Chame -- Empirical performance tuning of dense linear algebra software / Jack Dongarra, Shirley Moore -- Auto-tuning memory-intensive kernels for multicore / Samuel W. Williams [and others] -- Flexible tools supporting a scalable first-principles MD code / Bronis R. de Supinski, Martin Schulz, Erik W. Draeger -- The Community Climate System Model / Patrick H. Worley -- Tuning an electronic structure code / David H. Bailey [and others] |
| Summary |
"This book presents an overview of recent research and applications in computer system performance for scientific and high performance computing. After a brief introduction to the field of scientific computer performance, the text provides comprehensive coverage of performance measurement and tools, performance modeling, and automatic performance tuning. It also includes performance tools and techniques for real-world scientific applications. Various chapters address such topics as performance benchmarks, hardware performance counters, the PMaC modeling system, source code-based performance modeling, climate modeling codes, automatic tuning with ATLAS, and much more"--Provided by publisher |
| Bibliography |
Includes bibliographical references and index |
| Notes |
Print version record |
| Subject |
Science -- Data processing -- Evaluation
|
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Electronic digital computers -- Evaluation.
|
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System design -- Evaluation
|
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Science -- Computer programs.
|
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SCIENCE -- General.
|
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Electronic digital computers -- Evaluation
|
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Science -- Computer programs
|
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System design -- Evaluation
|
| Form |
Electronic book
|
| Author |
Bailey, David H
|
|
Lucas, Robert F
|
|
Williams, Samuel Watkins
|
| ISBN |
9781439815700 |
|
1439815704 |
|
9781466547629 |
|
1466547626 |
|
