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Measuring Computer Performance
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Details

  • 38 b/w illus. 48 tables 104 exercises
  • Page extent: 0 pages
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 (ISBN-13: 9780511036279 | ISBN-10: 0511036272)

  • Also available in Paperback | Hardback of this title but it is no longer available
  • Printed version published September 2005
$64.00 USD
 

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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.

Contents

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.

Review

"Lija's book is conceptually well formaulated, mathematically well grounded, and even intuitively appealing...This book is clearly an essential reference for professional engaed in computer (or network) performance measurement and capacity planning." Computing Reviews April 2001

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