An Infinite-Server System with Levy Shot-Noise Modulation: Moments and Asymptotics

被引:0
作者
Saxena, M. [1 ]
Boxma, O. J. [1 ]
Mandjes, M. [2 ]
机构
[1] Eindhoven Univ Technol, Dept Math & Comp Sci, POB 513, NL-5600 MB Eindhoven, Netherlands
[2] Univ Amsterdam, Korteweg de Vries Inst, POB 94248, NL-1090 GE Amsterdam, Netherlands
关键词
infinite-server queue; non-homogeneous Poisson process; Levy subordinator; modulated shot-noise process; LARGE DEVIATIONS; QUEUES; NETWORKS; DAMS;
D O I
暂无
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
We consider an infinite-server system with as input process a nonhomogeneous Poisson process with rate function A(t) = a(T) X (t) . Here {X(t) : t >= 0} is a generalized multivariate shot-noise process fed by a Levy subordinator rather than by just a compound Poisson process. We study the transient behavior of the model, analyzing the joint distribution of the number of customers in the queueing system jointly with the multivariate shot-noise process. We also provide a recursive procedure that explicitly identifies transient as well as stationary moments and correlations. Various heavy-tail and heavy-traffic asymptotic results are also derived, and numerical results are presented to provide further insight into the model behavior.
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页码:757 / 778
页数:22
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