Art of Computer Systems Performance Analysis Techniques for Experimental Design, Measurement, Simulation, and Modeling

ISBN-10: 0471503363
ISBN-13: 9780471503361
Edition: 1991
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Book details

List price: $100.00
Copyright year: 1991
Publisher: John Wiley & Sons, Incorporated
Publication date: 4/16/1991
Binding: Hardcover
Pages: 720
Size: 6.50" wide x 9.75" long x 1.50" tall
Weight: 2.640
Language: English

RAJ JAIN is a Senior Consulting Engineer in the Distributed Systems Architecture and Performance Group at Digital Equipment Corporation. With over sixteen years of experience in the field of computer systems performance, he is currently responsible for analyzing various design alternatives for DEC's networking architecture. He received the Ph.D. degree from Harvard and has taught courses on performance at Massachusetts Institute of Technology. "Dr. Jain is a Fellow of the IEEE and is listed in Who's Who in the Computer Industry, 1989."

Partial table of contents
An Overview Of Performance Evaluation
Common Mistakes and How to Avoid Them
Selection of Techniques and Metrics
Measurement Techniques And Tools
Types of Workloads
Workload Characterization Techniques
Monitors
Ratio Games
Probability Theory And Statistics
Summarizing Measured Data
Simple Linear Regression Models
Other Regression Models
Experimental Design And Analysis
One-Factor Experiments
Two-Factor Full Factorial Design without Replications
Two-Factor Full Factorial Design with Replications
Simulation
Analysis of Simulation Results
Testing Random-Number Generators
Commonly Used Distributions
Queueing Models
Analysis of a Single Queue
Operational Laws
Convolution Algorithm
Appendix
Solutions to Selected Exercises
References
Author Index
Subject Index

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