David J. Lilja, Lilja David J.

Measuring Computer Performance

A Practitioner's Guide

• Broschiertes Buch

Produktbeschreibung

Measuring Computer Performance sets out the fundamental techniques used in analyzing and understanding the performance of computer systems. The emphasis is on practical methods of measurement, simulation, and analytical modeling. David Lilja discusses performance metrics and provides detailed coverage of the strategies used in benchmark programs. In addition to intuitive explanations of key statistical tools, he describes the general "design of experiments" technique and shows how the maximum amount of information can be obtained with minimum effort. Features include appendices listing common probability distributions and statistical tables and a glossary of important technical terms.

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Produktdetails

• Verlag: Cambridge University Press
• Seitenzahl: 280
• Erscheinungstermin: 25. Juni 2005
• Englisch
• Abmessung: 244mm x 170mm x 16mm
• Gewicht: 488g
• ISBN-13: 9780521646703
• ISBN-10: 0521646707
• Artikelnr.: 21314090

Inhaltsangabe

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.