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Matrix and Analytical Methods for Performance Analysis of Telecommunication Systems

Paperback Engels 2023 9783030831349
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Samenvatting

This introductory textbook is designed for a one-semester course on the use of the matrix and analytical methods for the performance analysis of telecommunication systems. It provides an introduction to the modelling and analysis of telecommunication systems for a broad interdisciplinary audience of students in mathematics and applied disciplines such as computer science, electronics engineering, and operations research.

Specificaties

ISBN13:9783030831349
Taal:Engels
Bindwijze:paperback
Uitgever:Springer International Publishing

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Inhoudsopgave

Part I. Preliminaries.- 1. Modeling and performance analysis of telecommunication systems.- 2. Erlang’s systems.- 3. Multiservice loss networks.- 4. Modeling arrival and service processes.- Part II. Matrix-analytical methods.- 5. Generator matrices.- 6. Block generator matrices.- 7. Matrix-geometric solutions.- Part III. Resource queueing systems.- 8. Stochastic Lists of Resource Allocations.- 9. The Multi-Resource Service System with Service Times Dependent on the Required Amounts of Resources.- 10. Markovian systems with random resource requirements.- 11. Stochastic networks with flexible servers.- 12. Application examples and case studies.<br>

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        Matrix and Analytical Methods for Performance Analysis of Telecommunication Systems