Probability and Statistics with Reliability, Queuing, and Computer Science Applications 2/e (絕)
- 20本以上，享 8.5折
售價
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- 一般書籍
- ISBN：9780471333418
- 作者：Kishor S. Trivedi
- 版次：2
- 年份：2002
- 出版商：John Wiley
書籍介紹
目錄
作者介紹
Description
This updated and revised edition of the popular classic relates fundamental concepts in probability and statistics to the computer sciences and engineering. The author uses Markov chains and other statistical tools to illustrate processes in reliability of computer systems and networks, fault tolerance, and performance.
This edition features an entirely new section on stochastic Petri nets?as well as new sections on system availability modeling, wireless system modeling, numerical solution techniques for Markov chains, and software reliability modeling, among other subjects. Extensive revisions take new developments in solution techniques and applications into account and bring this work totally up to date. It includes more than 200 worked examples and self-study exercises for each section.
Probability and Statistics with Reliability, Queuing and Computer Science Applications, Second Edition offers a comprehensive introduction to probability, stochastic processes, and statistics for students of computer science, electrical and computer engineering, and applied mathematics. Its wealth of practical examples and up-to-date information makes it an excellent resource for practitioners as well.
This updated and revised edition of the popular classic relates fundamental concepts in probability and statistics to the computer sciences and engineering. The author uses Markov chains and other statistical tools to illustrate processes in reliability of computer systems and networks, fault tolerance, and performance.
This edition features an entirely new section on stochastic Petri nets?as well as new sections on system availability modeling, wireless system modeling, numerical solution techniques for Markov chains, and software reliability modeling, among other subjects. Extensive revisions take new developments in solution techniques and applications into account and bring this work totally up to date. It includes more than 200 worked examples and self-study exercises for each section.
Probability and Statistics with Reliability, Queuing and Computer Science Applications, Second Edition offers a comprehensive introduction to probability, stochastic processes, and statistics for students of computer science, electrical and computer engineering, and applied mathematics. Its wealth of practical examples and up-to-date information makes it an excellent resource for practitioners as well.
Table of Contents
Introduction
Discrete Random Variables
Continuous Random Variables
Expectation
Conditional Distribution and Expectation
Stochastic Processes
Discrete-Time Markov Chains
Continuous-Time Markov Chains
Networks of Queues
Statistical Inference
Regression and Analysis of Variance
Appendix A: Bibliography
Appendix B: Properties of Distributions
Appendix C: Statistical Tables
Appendix D: Laplace Transforms
Appendix E: Program Performance Analysis
Introduction
Discrete Random Variables
Continuous Random Variables
Expectation
Conditional Distribution and Expectation
Stochastic Processes
Discrete-Time Markov Chains
Continuous-Time Markov Chains
Networks of Queues
Statistical Inference
Regression and Analysis of Variance
Appendix A: Bibliography
Appendix B: Properties of Distributions
Appendix C: Statistical Tables
Appendix D: Laplace Transforms
Appendix E: Program Performance Analysis
Kishor S. Trivedi, PhD, is the Hudson Professor of Electrical and Computer Engineering at Duke University, Durham, North Carolina. His research interests include computer networks, fault-tolerant computing, modeling tools, and reliability modeling.
