QUASI-STATIONARY WORKLOAD IN A LEVY-DRIVEN STORAGE SYSTEM

被引:8
|
作者
Mandjes, Michel [2 ]
Palmowski, Zbigniew [1 ]
Rolski, Tomasz
机构
[1] Univ Wroclaw, Dept Math, Math Inst, PL-50384 Wroclaw, Poland
[2] Univ Amsterdam, Korteweg De Vries Inst Math, NL-1012 WX Amsterdam, Netherlands
关键词
Fluctuation theory; Heaviside principle; Laplace transforms; Levy processes; Quasi-stationary distribution; Storage systems; MARKOV CHAINS; WAITING-TIME; STATE-SPACE; DISTRIBUTIONS; QUEUE; DRIFT;
D O I
10.1080/15326349.2012.699753
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
This article we analyzes the quasi-stationary workload of a Levy-driven storage system. More precisely, assuming the system is in stationarity, we study its behavior conditional on the event that the busy period T in which time 0 is contained has not ended before time t, as t -> infinity. We do so by first identifying the double Laplace transform associated with the workloads at time 0 and time t, on the event {T > t}. This transform can be explicitly computed for the case of spectrally one-sided jumps. Then asymptotic techniques for Laplace inversion are relied upon to find the corresponding behavior in the limiting regime that t -> infinity. Several examples are treated; for instance in the case of Brownian input, we conclude that the workload distribution at time 0 and t are both Erlang(2).
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页码:413 / 432
页数:20
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