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Performance Modeling of Communication Networks with Markov Chains by Jeonghoon (Paperback, 2010)

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Product Information

This book is an introduction to Markov chain modeling with applications to communication networks. It begins with a general introduction to performance modeling in Chapter 1 where we introduce different performance models. We then introduce basic ideas of Markov chain modeling: Markov property, discrete time Markov chain (DTMC) and continuous time Markov chain (CTMC). We also discuss how to find the steady state distributions from these Markov chains and how they can be used to compute the system performance metric. The solution methodologies include a balance equation technique, limiting probability technique, and the uniformization. We try to minimize the theoretical aspects of the Markov chain so that the book is easily accessible to readers without deep mathematical backgrounds. We then introduce how to develop a Markov chain model with simple applications: a forwarding system, a cellular system blocking, slotted ALOHA, Wi-Fi model, and multichannel based LAN model. The examples cover CTMC, DTMC, birth-death process and non birth-death process. We then introduce more difficult examples in Chapter 4, which are related to wireless LAN networks: the Bianchi model and Multi-Channel MAC model with fixed duration. These models are more advanced than those introduced in Chapter 3 because they require more advanced concepts such as renewal-reward theorem and the queueing network model. We introduce these concepts in the appendix as needed so that readers can follow them without difficulty. We hope that this textbook will be helpful to students, researchers, and network practitioners who want to understand and use mathematical modeling techniques.

Product Identifiers

Publisher
Morgan & Claypool Publishers
ISBN-13
9781598299175
eBay Product ID (ePID)
94440815

Product Key Features

Book Title
Performance Modeling of Communication Networks with Markov Chains
Author
Jeonghoon
Format
Paperback
Language
English
Topic
Computer Science
Publication Year
2010
Type
Textbook
Number of Pages
90 Pages

Dimensions

Item Height
235mm
Item Width
187mm

Additional Product Features

Title_Author
Jeonghoon
Series Title
Synthesis Lectures on Communication Networks
Country/Region of Manufacture
United States

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Performance Modeling of Communication Networks with Markov Chains by Jeonghoon (Paperback, 2010)

About this product

Product Information

Product Identifiers

Product Key Features

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Additional Product Features

Best Selling in Books

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