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Performance Modeling in High Performance Computing

The Convolution Method

Allan Snavely (Autor)

Buch | Hardcover

250 Seiten

2014
Chapman & Hall/CRC (Verlag)
978-1-4398-1276-1 (ISBN)

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This book provides a practical introduction to performance modeling in high performance computing and the convolution method, which is faster than traditional cycle-accurate simulation, more sophisticated than performance estimation based on system peak-performance metrics, and yields insight into the factors that affect performance and scalability on parallel computers. The author describes how to design and customize benchmark suites, event tracers, and combining operators that result in accurate tractable performance models. He also discusses cases that can improve high performance computing time-to-solution via performance modeling, including workload characterization.

San Diego Supercomputer Center, La Jolla, CA, USA

Introduction. Performance Modeling. The Convolution Method. Application Signatures. Machine Profiles. Techniques for Memory Address Tracing. Advanced Memory Tracing. Communications Tracing. Trace Compaction. Convolving. Use Cases. Conclusion.

Erscheint lt. Verlag	15.6.2014
Reihe/Serie	Chapman & Hall/CRC Computational Science
Sprache	englisch
Maße	156 x 234 mm
Themenwelt	Informatik ► Weitere Themen ► Hardware
	Mathematik / Informatik ► Mathematik ► Angewandte Mathematik
	Mathematik / Informatik ► Mathematik ► Arithmetik / Zahlentheorie
ISBN-10	1-4398-1276-4 / 1439812764
ISBN-13	978-1-4398-1276-1 / 9781439812761
Zustand	Neuware