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Exponential bounds for queues with Markovian arrivals
Authors:N G Duffield
Institution:(1) School of Mathematical Sciences, Dublin City University, Dublin 9, Ireland;(2) School of Theoretical Physics, Dublin Institute for Advanced Studies, 10 Burlington Road, Dublin 4, Ireland
Abstract:Exponential bounds Popfqueuegeb]lephive gammab 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 gamma 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 phiv.
Keywords:Queueing theory  large deviations  martingales  risk theory  Markov Additive Processes  ATM multiplexers  effective bandwidths
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