Regenerative queueing processes and their qualitative and quantitative analysis |
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Authors: | V V Kalashnikov |
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Institution: | (1) Institute for Systems Studies, 9, Prospect 60 let Oktjabrja, 117312 Moscow, USSR |
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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. |
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Keywords: | Regenerative process probability metric continuity convergence rate quantitative estimate first-occurrence time |
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