Transient Analysis of Stochastic Fluid Models

Bruno Sericola 1
1 MODEL - Modeling Random Systems
IRISA - Institut de Recherche en Informatique et Systèmes Aléatoires, INRIA Rennes
Abstract : We analyze the transient behavior of stochastic fluid flow models in which the input and output rates are controlled by a finite homogeneous Markov process. Such models are used in asynchronous transfer mode (ATM) to evaluate the performance of fast packet switching and in manufacturing systems for the performance of producers and consumers coupled by a buffer. The transient analysis of such models have already been considered in earlier works and solutions have been obtained by the use of Laplace transform. We derive in this paper a new transient solution only based on recurrence relations. We show that this solution is particularly interesting for its numerical properties. The limiting behavior of the solution is also considered. We empirically show that the algorithm for computing the transient solution can be stopped when some stationary behavior is detected.
Type de document :
Rapport
[Research Report] RR-3152, INRIA. 1997
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https://hal.inria.fr/inria-00073537
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Soumis le : mercredi 24 mai 2006 - 13:09:05
Dernière modification le : jeudi 11 janvier 2018 - 06:20:09
Document(s) archivé(s) le : dimanche 4 avril 2010 - 21:34:03

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Bruno Sericola. Transient Analysis of Stochastic Fluid Models. [Research Report] RR-3152, INRIA. 1997. 〈inria-00073537〉

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