Measuring Computer Performance sets out the fundamental techniques used in analyzing and understanding the performance of computer systems. Throughout the book, the emphasis is on practical methods of measurement, simulation, and analytical modeling. The author discusses performance metrics and provides detailed coverage of the strategies used in benchmark programmes. He gives intuitive explanations of the key statistical tools needed to interpret measured performance data. He also describes the general 'design of experiments' technique, and shows how the maximum amount of information can be obtained for the minimum effort. The book closes with a chapter on the technique of queueing analysis. Appendices listing common probability distributions and statistical tables are included, along with a glossary of important technical terms. This practically-oriented book will be of great interest to anyone who wants a detailed, yet intuitive, understanding of computer systems performance analysis.
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1. Introduction; 2. Metrics of performance; 3. Average performance and variability; 4. Errors in experimental measurements; 5. Comparing alternatives; 6. Measurement tools and techniques; 7. Benchmark programs; 8. Linear regression models; 9. Design of experiments; 10. Simulation and random number generation; 11. Queueing analysis; Glossary; Appendices.
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'… practically oriented book will be of interest to anyone who wants a detailed, yet intuitive, understanding of computer systems performance analysis.' Engineering Designer
Sets out the fundamental techniques used in analyzing and understanding the performance of computer systems.

Produktdetaljer

ISBN
9780521646703
Publisert
2005-09-08
Utgiver
Vendor
Cambridge University Press
Vekt
450 gr
Høyde
244 mm
Bredde
170 mm
Dybde
15 mm
Aldersnivå
P, 06
Språk
Product language
Engelsk
Format
Product format
Heftet
Antall sider
280

Forfatter