Performance Analysis of Communication Systems
Modelling with Non-Markovian Stochastic Petri Nets
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Beschreibung
The field of communication systems is full of complex design questions concerning performance and reliability. Since data traffic and errors occur in a random fashion, stochastic models are used for developing and comparing systems. In particular, stochastic Petri nets have become a popular tool for the description and automatic evaluation of such models. The use of non-Markovian models has become important as they allow more flexibility.
* Provides a clear exposition of the use of stochastic Petri nets in communication systems engineering
* Introduces the reader to the analysis techniques and algorithms used in performance evaluation
* Provides an accompanying example to clarify the use of each definition, concept and algorithm
* Mathematica routines used for implementing the algorithms are available on the Wiley ftp site
The text is divided into three parts. Part I gives a general introduction to modeling with stochastic Petri nets. Part II is devoted to analysis methodology, from simple Markovian, to more complicated non-Markovian models. In Part III non-Markovian stochastic Petri nets are applied to the performance evaluation of various aspects of communication systems. The text will appeal to researchers, industrial engineers and graduate students studying communication systems and stochastic modeling. The numerous examples will benefit those working in performance evaluation, reliability, operations research, queuing theory and computer science. The Mathematica routines used for implementing the algorithms are available for downloading on the following Wiley ftp site: ftp://ftp.wiley.co.uk/pub/books/german
Mit Hilfe stochastischer Petri-Netze werden Systeme modelliert, mit deren Hilfe man die Leistungsfähigkeit von Computern analysieren und bewerten kann. Dieses Buch führt systematisch und in klarem, übersichtlichem Stil in die entsprechenden Verfahren und Algorithmen ein. Jede Definition, jeder Begriff wird durch anschauliche Beispiele vertieft. Ein zugehöriger Webserver stellt Mathematica-Routinen zur Implementierung der behandelten Methoden zur Verfügung. (06/00)
Autor*in
Reinhard German
Themen in »Performance Analysis of Communication Systems«
Angewandte Wahrscheinlichkeitsrechnung u. Statistik Applied Probability & Statistics Leistungsmessung (EDV) Petri-Netz Statistics Statistik
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".an excellent general introduction.a highly recommended source for researchers who are interested in utilizing Petri nets." (Journal of Mathematical Psychology, 2002)
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".an excellent general introduction.a highly recommended source for researchers who are interested in utilizing Petri nets." (Journal of Mathematical Psychology, 2002)
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