Rare-Event Simulation for Many-Server Queues

Details Rare-Event Simulation for Many-Server Queues Rare-Event Simulation for Many-Server Queues

2012-01-17

arxiv.org/abs/1201.3422v1

Mathematics

Probability

Scientific paper

We develop rare-event simulation methodology for the analysis of loss events in a many-server loss system under quality-driven regime, focusing on the steady-state loss probability (i.e. fraction of lost customers over arrivals) and the behavior of the whole system leading to loss events. The analysis of these events requires working with the full measure-valued process describing the system. This is the first algorithm that is shown to be asymptotically optimal, in the rare-event simulation context, under the setting of many-server queues involving a full measure-valued descriptor.

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