Exact asymptotics for fluid queues fed by multiple heavy-tailed on-off flows
Abstract
We consider a fluid queue fed by multiple On-Off flows with heavy-tailed (regularly varying) On periods. Under fairly mild assumptions, we prove that the workload distribution is asymptotically equivalent to that in a reduced system. The reduced system consists of a ``dominant'' subset of the flows, with the original service rate subtracted by the mean rate of the other flows. We describe how a dominant set may be determined from a simple knapsack formulation. The dominant set consists of a ``minimally critical'' set of On-Off flows with regularly varying On periods. In case the dominant set contains just a single On-Off flow, the exact asymptotics for the reduced system follow from known results. For the case of several On-Off flows, we exploit a powerful intuitive argument to obtain the exact asymptotics. Combined with the reduced-load equivalence, the results for the reduced system provide a characterization of the tail of the workload distribution for a wide range of traffic scenarios.
Keywords
Cite
@article{arxiv.math/0406178,
title = {Exact asymptotics for fluid queues fed by multiple heavy-tailed on-off flows},
author = {Bert Zwart and Sem Borst and Michel Mandjes},
journal= {arXiv preprint arXiv:math/0406178},
year = {2016}
}