Performance tuning of scientific applications
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Group Author: | ; ; |
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Published: |
CRC Press,
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Publisher Address: | Boca Raton, FL |
Publication Dates: | c2011. |
Literature type: | Book |
Language: | English |
Series: |
Chapman & Hall/CRC computational science series |
Subjects: | |
Carrier Form: | ix, 381 p., [8] p. of plates: ill. (some col.) ; 24 cm. |
ISBN: |
9781439815694 (hardback) 1439815690 (hardback) |
Index Number: | N37 |
CLC: | N37 |
Call Number: | N37/P438 |
Contents: |
Includes bibliographical references and index. 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 ... [et al.] -- Performance modeling: the convolution approach / David H Bailey, Allan Snavely, Laura Carrington -- Analytic modeling for memory access pattern "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 |