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Poisson's equation for queues driven by a Markovian marked point process
Authors:Søren Asmussen  Mogens Bladt
Affiliation:(1) Institute of Electronic Systems, Aalborg University, Fr. Bajersv. 7, DK-9220 Aalborg, Denmark
Abstract:
LetVt be the virtual waiting time at timet in a queue having marked point process input generated by a finite Markov process {Jt}, such that in addition to Markovmodulated Poisson arrivals there may also be arrivals at jump times of {Jt}. In this setting, Poisson's equation isAg=–f whereA is the infinitesimal generator of {(Vt, Jt)}. It is shown that the solutiong can be expressed asKf for some suitable kernelK, and the explicit form ofK is evaluated. The results are applied to compute limiting variance constants for (normalized) time averages of functionsf(Vt, Jt), in particularf(Vt,Jt)=Vt.
Keywords:Busy period  central limit theorem  Markov-modulation  martingale problem  phase-type distribution  regenerative process  time averages  variance constant
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