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Regenerative queueing processes and their qualitative and quantitative analysis
Authors:V V Kalashnikov
Institution:(1) Institute for Systems Studies, 9, Prospect 60 let Oktjabrja, 117312 Moscow, USSR
Abstract:Recently developed methods of qualitative analysis for regenerative processes arising in queueing are presented. These methods are essentially qualitative and use notions such as coupling, probability metrics, etc. They are developed for studying various properties of regenerative models, including convergence rate to a stationary regime, continuity of their characteristics with respect to some parameters and first-occurrence time of an event such as queue overflowing. In spite of their qualitative nature they lead to good quantitative estimates of underlying properties with computer methods available to calculate them.
Keywords:Regenerative process  probability metric  continuity  convergence rate  quantitative estimate  first-occurrence time
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