DocumentCode
3464574
Title
Psi^2 a Software Tool for the Perfect Simulation of Finite Queueing Networks
Author
Vincent, Jean-Marc ; Vienne, Jérôme
Author_Institution
Mescal Projet, Montbonnot
fYear
2007
fDate
17-19 Sept. 2007
Firstpage
113
Lastpage
114
Abstract
Markovian networks of finite capacity queues are widely used models for performance evaluation of systems and networks. Unfortunately, excepted in some specific situations, these models are not tractable analytically. Perfect simulation provides a new technique to sample steady-state and avoids the burn-in time period. When the simulation algorithm stops, the returned state value is in steady-state. We applied this technique first to Markov chain with sparse transition matrix, and to queueing networks with finite capacities and complex routing strategies. The sofware have been developed to validate this simulation approach and applied to in the context of low probability events estimation. The design of the software architecture is presented.
Keywords
Markov processes; digital simulation; performance evaluation; probability; queueing theory; software architecture; sparse matrices; telecommunication computing; telecommunication network routing; Markov chain; Markovian network; Psi2 software tool; complex routing strategy; finite queueing network; perfect simulation algorithm; performance evaluation; probability event estimation; software architecture; sparse transition matrix; Analytical models; Computational modeling; Discrete event simulation; Kernel; Network servers; Physics; Routing; Software tools; State estimation; Steady-state;
fLanguage
English
Publisher
ieee
Conference_Titel
Quantitative Evaluation of Systems, 2007. QEST 2007. Fourth International Conference on the
Conference_Location
Edinburgh
Print_ISBN
978-0-7695-2883-0
Type
conf
DOI
10.1109/QEST.2007.37
Filename
4338245
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