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

Open Access
Authors
Publication date 2020
Journal Markov Processes and Related Fields
Volume | Issue number 26 | 4
Pages (from-to) 757-778
Organisations
  • Faculty of Science (FNWI) - Korteweg-de Vries Institute for Mathematics (KdVI)
Abstract
We consider an infinite-server system with as input process a non-homogeneous Poisson process with rate function Undefined control sequence \vect. Here Undefined control sequence \vect is a generalized multivariate shot-noise process fed by a Lévy 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.
Document type Article
Language English
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