Recurrence of 2-dimensional queueing processes, and random walk exit times from the quadrant
Probability
2022-06-10 v2
Abstract
Let be a 2-dimensional random variable and a sequence of i.i.d. copies of . The associated random walk is . The corresponding absorbed-reflected walk in the first quadrant is given by and , where the maximum is taken coordinate-wise. This is often called the Lindley process and models the waiting times in a two-server queue. We characterize recurrence of this process, assuming suitable, rather mild moment conditions on . It turns out that this is directly related with the tail asymptotics of the exit time of the random walk from the quadrant, so that the main part of this paper is devoted to an analysis of that exit time in relation with the drift vector, i.e., the expectation of .
Cite
@article{arxiv.1909.00616,
title = {Recurrence of 2-dimensional queueing processes, and random walk exit times from the quadrant},
author = {Marc Peigné and Wolfgang Woess},
journal= {arXiv preprint arXiv:1909.00616},
year = {2022}
}