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Home > Science, Technology & Agriculture > Electronics and communications engineering > Communications engineering / telecommunications > Performance of Communication Systems: A Model-Based Approach with Matrix-Geometric Methods
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Performance of Communication Systems: A Model-Based Approach with Matrix-Geometric Methods

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


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About the Book

This book provides an extensive approach to support the planning and optimization process for modern communication networks. Based on an analysis of the key properties of modern network architectures, a set of requirements for such approaches is derived. A model-based performance evaluation approach is suggested, where highly efficient matrix-geometric methods are employed in order to circumvent the drawbacks of existing numerical and simulative approaches. The book contains a thorough survey and a detailed comparison of state-of-the-art numerical algorithms in the matrix-geometric field. A high-level modeling approach based on stochastic Petri nets is developed in order to simplify the specification of complex models. To illustrate the approach, several case studies are presented, covering application areas from ATM networks to World Wide Web traffic and TCP/IP networking.

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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Product Details
  • ISBN-13: 9783540414384
  • Publisher: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
  • Publisher Imprint: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
  • Height: 235 mm
  • No of Pages: 290
  • Returnable: Y
  • Width: 155 mm
  • ISBN-10: 354041438X
  • Publisher Date: 01 Mar 2001
  • Binding: Hardback
  • Language: English
  • Returnable: Y
  • Sub Title: A Model-Based Approach with Matrix-Geometric Methods


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