Tail asymptotics of a Markov-modulated infinite-server queue

نویسندگان

  • Joke G. Blom
  • Koen De Turck
  • Offer Kella
  • Michel Mandjes
چکیده

This paper analyzes large deviation probabilities related to the number of customers in a Markov modulated infinite-server queue, with state-dependent arrival and service rates. Two specific scalings are studied: in the first, just the arrival rates are linearly scaled by N (for large N ), whereas in the second in addition the Markovian background process is sped up by a factor N , for some > 0. In both regimes, (transient and stationary) tail probabilities decay essentially exponentially, where the associated decay rate corresponds to that of the probability that the sample mean of i.i.d. Poisson random variables attains an atypical value.

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References 30 Duc95] N. G. Duueld and N. O'connell, \large Deviations and Overrow Probabilities for the General Single-server Queue with Applications," Mathematical

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References 36 Pam96] M. Parulekar and A. M. Makowski, \tail Probabilitites for a Multiplexer with Self-similar Traac," References 35 Duc95] N. G. Duueld and N. O'connell, \large Deviations and Overrow Probabilities for the General Single-server Queue with Applications," Mathematical

Samorodnitsky, \Heavy tails and long range dependence in on/oo processes and associated uid models," preprint. JLA95g] P. R. Jelenkovi c and A. A. Lazar, \Subexponential asymptotics of a Markov-modulated random walk with queueing applications," \Stochastic theory of a data handling system with multiple sources," Bell Syst. Techn. \Tail probabilities for non-standard risk and queueing processes ...

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عنوان ژورنال:
  • Queueing Syst.

دوره 78  شماره 

صفحات  -

تاریخ انتشار 2014