Probability, Stochastic Processes, and Queueing Theory: The Mathematics of Computer Performance Modeling

Author:   Randolph Nelson
Publisher:   Springer-Verlag New York Inc.
Edition:   1st ed. 1995. Corr. 3rd printing 2000
ISBN:  

9780387944524


Pages:   584
Publication Date:   13 June 1995
Format:   Hardback
Availability:   In Print   Availability explained
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Probability, Stochastic Processes, and Queueing Theory: The Mathematics of Computer Performance Modeling


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Author:   Randolph Nelson
Publisher:   Springer-Verlag New York Inc.
Imprint:   Springer-Verlag New York Inc.
Edition:   1st ed. 1995. Corr. 3rd printing 2000
Dimensions:   Width: 17.80cm , Height: 3.30cm , Length: 25.40cm
Weight:   3.040kg
ISBN:  

9780387944524


ISBN 10:   0387944524
Pages:   584
Publication Date:   13 June 1995
Audience:   College/higher education ,  Undergraduate ,  Postgraduate, Research & Scholarly
Format:   Hardback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

Table of Contents

1 Introduction.- I Probability.- 2 Randomness and Probability.- 3 Combinatorics.- 4 Random Variables and Distributions.- 5 Expectation and Fundamental Theorems.- II Stochastic Processes.- 6 The Poisson Process and Renewal Theory.- 7 The M/G/1 Queue.- 8 Markov Processes.- 9 Matrix Geometric Solutions.- 10 Queueing Networks.- 11 Epilogue and Special Topics.- A Types of Randomness.- A.1 Randomness: Physical Systems.- A.1.1 Intrinsic Probability.- A.2 Randomness: Deterministic Systems.- A.2.1 The Baker’s Transformation.- A.2.2 Dynamical Systems.- A.3 Deterministic Randomness**.- A.3.1 Isomorphism Between Systems.- A.3.2 Random Newtonian Systems.- A.4 Summary of Appendix A.- A.5 Problems for Appendix A.- B Combinatorial Equalities and Inequalities.- B.1 Noninteger Combinatorial Expressions.- B.2 Binomial Formula.- B.3 Stirling’s (de Moivre’s) Formula.- B.4 Bounds on Factorial Expressions.- B.5 Noninteger Factorials**.- C Tables of Laplace Transforms and Generating Functions.- C.0.1 Laplace Transforms.- C.1 Generating Functions.- D Limits and Order Relationships.- D.1 Limits.- D.2 Order Relationships.- E List of Common Summations.- References.- Index of Notation.

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