Performance Modeling and Analysis of Communication Networks

Phuoc Tran-Gia

ISBN 10: 3958261523 / ISBN 13: 9783958261525

Editore: Würzburg University Press Okt 2021, 2021

Riguardo questo articolo

Neuware -This textbook provides an introduction to common methods of performance modeling and analysis of communication systems. These methods form the basis of traffic engineering, teletraffic theory, and analytical system dimensioning. The fundamentals of probability theory, stochastic processes, Markov processes, and embedded Markov chains are presented. Basic queueing models are described with applications in communication networks. Advanced methods are presented that have been frequently used in recent practice, especially discrete-time analysis algorithms, or which go beyond classical performance measures such as Quality of Experience or energy efficiency. Recent examples of modern communication networks include Software Defined Networking and the Internet of Things. Throughout the book, illustrative examples are used to provide practical experience in performance modeling and analysis. Target group: The book is aimed at students and scientists in computer science and technical computer science, operations research, electrical engineering and economics.Books on Demand GmbH, Überseering 33, 22297 Hamburg 368 pp. Englisch.

Codice articolo 9783958261525

Dati bibliografici

• Titolo: Performance Modeling and Analysis of Communication Networks
• Editore: Würzburg University Press Okt 2021
• Data di pubblicazione: 2021
• Lingua: Inglese
• ISBN 10: 3958261523
• ISBN 13: 9783958261525
• Rilegatura: Taschenbuch
• Condizione: Neu

Descrizione articolo

Riassunto

This textbook provides an introduction to common methods of performance modeling and analysis of communication systems. These methods form the basis of traffic engineering, teletraffic theory, and analytical system dimensioning. The fundamentals of probability theory, stochastic processes, Markov processes, and embedded Markov chains are presented. Basic queueing models are described with applications in communication networks. Advanced methods are presented that have been frequently used in recent practice, especially discrete-time analysis algorithms, or which go beyond classical performance measures such as Quality of Experience or energy efficiency. Recent examples of modern communication networks include Software Defined Networking and the Internet of Things. Throughout the book, illustrative examples are used to provide practical experience in performance modeling and analysis. Target group: The book is aimed at students and scientists in computer science and technical computer science, operations research, electrical engineering and economics.