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
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;
Conference_Titel :
Quantitative Evaluation of Systems, 2007. QEST 2007. Fourth International Conference on the
Conference_Location :
Edinburgh
Print_ISBN :
978-0-7695-2883-0
DOI :
10.1109/QEST.2007.37