Abstract
We consider a queue fed by Gaussian traffic and give conditions on the input process under which the path space large deviations of the queue are governed by the rate function of the fractional Brownian motion. As an example we consider input traffic that is composed of of independent streams, each of which is a fractional Brownian motion, having different Hurst indices.
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References
R. Adler, An Introduction to Continuity, Extrema, and Related Topics for General Gaussian Processes, IMS Lecture Notes (1990).
P. Billingsley, Convergence of Probability Measures, 2nd ed. (Wiley, New York, 1999).
V.V. Buldygin and Yu.V. Kozachenko, Metric Characterization of Random Variables and Random Processes (Amer. Math. Soc., Providence, RI, 2000).
V. Buldygin and V. Zaiats, A global asymptotic normality of the sample correlograms of a stationary Gaussian process, Random Operators Stochastic Equations 7(2) (1999) 109-132.
A. Dembo and O. Zeitouni, Large Deviations Techniques and Applications, 2nd ed. (Springer, New York, 1998).
J.-D. Deuschel and D. Stroock, Large Deviations (Academic Press, New York, 1984).
N.G. Duffield and N. O'Connel, Large deviations and overflow probabilities for the general singleserver queue, with applications. Proc. Cambridge Phil. Soc. 118(2) (1995) 363-374.
Yu. Kozachenko and O. Vasilik, On the distribution of suprema of Sub?(?) random processes, Theory Stochastic Process. 4(20)(1/2) (1998) 147-160.
I. Norros, A storage model with self-similar input, Queueing Systems 16 (1994) 387-396.
I. Norros, Busy periods of fractional Brownian storage: A large deviations approach, Adv. in Performance Anal. 2(1) (1999) 1-19.
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Kozachenko, Y., Vasylyk, O. & Sottinen, T. Path Space Large Deviations of a Large Buffer with Gaussian Input Traffic. Queueing Systems 42, 113–129 (2002). https://doi.org/10.1023/A:1020161203956
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DOI: https://doi.org/10.1023/A:1020161203956