Title of article :
Exact overflow asymptotics for queues with many Gaussian inputs.
Author/Authors :
Debicki، Krzysztof نويسنده , , Mandjes، Michel نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2003
Abstract :
In this paper we consider a queue fed by a large number of independent continuous-time Gaussian processes with stationary increments. After scaling the buffer exceedance threshold and the (constant) service capacity by the number of sources, we present asymptotically exact results for the probability that the buffer threshold is exceeded. We consider both the stationary overflow probability and the (transient) probability of overflow at a finite time horizon. We give detailed results for the practically important cases in which the inputs are fractional Brownian motion processes or integrated Gaussian processes.
Keywords :
Gaussian process , fluid queue , overflow probability , exact asymptotics , integrated Gaussian process , fractional Brownian motion , Extremes
Journal title :
JOURNAL OF APPLIED PROBABILITY
Journal title :
JOURNAL OF APPLIED PROBABILITY