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Performance of Communication Systems: A Model-Based Approach with Matrix-Geometric Methods / Edition 1
     

Performance of Communication Systems: A Model-Based Approach with Matrix-Geometric Methods / Edition 1

by Alexander Ost
 

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ISBN-10: 3642074707

ISBN-13: 9783642074707

Pub. Date: 12/07/2010

Publisher: Springer Berlin Heidelberg

Based on both theoretical investigations and industrial experience, this book provides an extensive approach to support the planning and optimization process for modern communication networks. The book contains a thorough survey and a detailed comparison of state-of-the-art numerical algorithms in the matrix-geometric field.

Overview

Based on both theoretical investigations and industrial experience, this book provides an extensive approach to support the planning and optimization process for modern communication networks. The book contains a thorough survey and a detailed comparison of state-of-the-art numerical algorithms in the matrix-geometric field.

Product Details

ISBN-13:
9783642074707
Publisher:
Springer Berlin Heidelberg
Publication date:
12/07/2010
Edition description:
Softcover reprint of hardcover 1st ed. 2001
Pages:
290
Product dimensions:
6.10(w) x 9.25(h) x 0.24(d)

Table of Contents

I. Introduction and Motivation.- 1. Introduction.- 2. Modern Telecommunication Networks.- 3. The View from Industry: First Modeling Approaches.- II. Node Analysis.- 4. Quasi-Birth-and-Death Processes.- 5. High-Level System Specification with iSPNs.- 6. Application Examples: Node Analysis.- III. Network Analysis.- 7. Queueing Network Analysis Techniques.- 8. Conclusions and Outlook.- A. Linear Algebra and Probability Theory Primer.- A.1 Polynomial Eigenvalue Problems.- A.1.1 Definition.- A.1.2 Linearization.- A.1.3 Other Solution Approaches.- A.2 Phase-Type Distributions.- A.3 Markovian Arrival Processes.- B. Tool Description.- B.1 User Interface.- B.1.1 Model Specification.- B.1.2 Execution Control.- B.1.3 Output Format.- B.2 Implementation.- C. Model Specifications.- C.1 An IN Model Based on M|G|1 Node Models.- C.2 A Checkpointing Transaction Processing System.- C.2.1 Parameterization.- C.2.2 Variable Definitions.- C.2.3 Petri Net Specification.- C.2.4 Definition of Reward-Based Measures.- C.3 Connection Management for Video Traffic.- C.3.1 Variable Definitions.- C.3.2 Petri Net Specification.- C.3.3 Definition of Reward-Based Measures.- C.4 WWW Traffic and TCP/IP Congestion Control.- C.4.1 Variable Definitions.- C.4.2 Petri Net Specification.- C.4.3 Definition of Reward-Based Measures.- C.5 Pseudo-Self-Similar Arrival Processes.- C.5.1 Variable Definitions.- C.5.2 Petri Net Specification.- C.5.3 Definition of Reward-Based Measures.- Notation and Abbreviations.

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