Exponential bounds for queues with Markovian arrivals

Exponential bounds for queues with Markovian arrivals

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Article ID: iaor19951920
Country: United States
Volume: 17
Issue: 3/4
Start Page Number: 413
End Page Number: 430
Publication Date: Oct 1994
Journal: Queueing Systems
Authors:
Keywords: markov processes
Abstract:

Exponential bounds probability [queue≥b]•ℝrsquo;e’-’γb are found for queues whose increments are described by Markov Additive Processes. This is done by application of maximal inequalities to exponential martingales for such processes. Through a thermodynamic approach the constant γ is shown to be the decay rate for an asymptotic lower bound for the queue length distribution. The class of arrival processes considered includes a wide variety of Markovian multiplexer models, and a general treatment of these is given, along with that of Markov modulated arrivals. Particular attention is paid to the calculation of the prefactor ℝrsquo;.

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