Fundamentals of Performance Evaluation of Computer and Telecommunications Systems

Author: Mohammed S. Obaidat  

Publisher: John Wiley & Sons Inc‎

Publication year: 2010

E-ISBN: 9780470567197

P-ISBN(Hardback):  9780471269830

Subject: TP302 设计与性能分析

Language: ENG

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Description

The only singular, all-encompassing textbook on state-of-the-art technical performance evaluation

Fundamentals of Performance Evaluation of Computer and Telecommunication Systems uniquely presents all techniques of performance evaluation of computers systems, communication networks, and telecommunications in a balanced manner. Written by the renowned Professor Mohammad S. Obaidat and his coauthor Professor Noureddine Boudriga, it is also the only resource to treat computer and telecommunication systems as inseparable issues. The authors explain the basic concepts of performance evaluation, applications, performance evaluation metrics, workload types, benchmarking, and characterization of workload. This is followed by a review of the basics of probability theory, and then, the main techniques for performance evaluation—namely measurement, simulation, and analytic modeling—with case studies and examples.

  • Contains the practical and applicable knowledge necessary for a successful performance evaluation in a balanced approach

  • Reviews measurement tools, benchmark programs, design of experiments, traffic models, basics of queueing theory, and operational and mean value analysis

  • Covers the techniques for validation and verification of simulation as well as random number generation, random variate generation, and testing with examples

  • Features numerous examples and case studies, as well as exercises and problems for use as homework or programming assignments

Fundamentals of Performance Evaluation of Computer and Telecommunication Systems is an ideal textbook for graduate students in computer science, electrical engineering, computer engineering, and information sciences, technology, and systems. It is also an excellent reference for practicing engineers and scientists.

Chapter

CONTENTS

pp.:  1 – 9

PREFACE

pp.:  9 – 15

2 PROBABILITY THEORY REVIEW

pp.:  19 – 39

3 MEASUREMENT/TESTING TECHNIQUE

pp.:  39 – 84

4 BENCHMARKING AND CAPACITY PLANNING

pp.:  84 – 96

5 DATA REPRESENTATION AND ADVANCED TOPICS ON VALIDATION MODELING

pp.:  96 – 131

6 BASICS OF QUEUEING THEORY

pp.:  131 – 170

7 QUEUEING NETWORKS

pp.:  170 – 208

8 OPERATIONAL AND MEAN VALUE ANALYSIS

pp.:  208 – 244

9 INTRODUCTION TO SIMULATION TECHNIQUE

pp.:  244 – 283

10 COMMONLY USED DISTRIBUTIONS IN SIMULATION AND THEIR APPLICATIONS

pp.:  283 – 330

11 ANALYSIS OF SIMULATION RESULTS

pp.:  330 – 371

12 SIMULATION SOFTWARE AND CASE STUDIES

pp.:  371 – 395

APPENDIX A TABLE OF STANDARD NORMAL (Z) DISTRIBUTION

pp.:  395 – 452

APPENDIX B COMMONLY USED NORMAL QUANTILES

pp.:  452 – 454

APPENDIX C QUANTILES OF UNIT NORMAL DISTRIBUTION

pp.:  454 – 455

APPENDIX D QUANTILES OF STUDENT’S T-DISTRIBUTION WITH V DEGREES OF FREEDOM

pp.:  455 – 457

INDEX

pp.:  457 – 459

LastPages

pp.:  459 – 477

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