Light traffic approximations for regenerative queueing processes

Light traffic approximations for regenerative queueing processes

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Article ID: iaor20012988
Country: United States
Volume: 29
Issue: 4
Start Page Number: 1060
End Page Number: 1080
Publication Date: Dec 1997
Journal: Advances in Applied Probability
Authors:
Keywords: markov processes
Abstract:

We consider a regenerative queueing process that is (partially) generated by an embedded phase-type renewal process. We show that, under some specified conditions, a performance measure is an analytic function of the rate of the renewal process. We then develop several methods for deriving its Taylor polynomial in the renewal rate. These polynomials are asymptotically exact as the rate decreases, and, thus, are called light traffic approximations of the performance measure. We show via examples that these new methods are not only more efficient compared to existing ones, but also more versatile due to their general settings, such as to conduct perturbation analysis and study transient behavior.

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