C. Courcoubetis (University of Crete)
R. R. Weber (Statistical Laboratory, University of Cambridge)
Journal of Applied Probability, vol. 33, 1996. Available here [.ps.gz]
Abstract
As a model for an ATM switch we consider the overflow frequency of a queue that is served at a constant rate in which the arrival process is the superposition of $N$ traffic streams. We consider an asymptotic as $N \rightarrow \infty$ in which the service rate $Nc$ and buffer size $Nb$ also increase linearly in $N$. In this regime, the frequency of buffer overflow is approximately $exp(-NI(c,b))$, where $I(c,b)$ is given by the solution of an optimization problem posed in terms of time-dependent logarithmic moment generating functions. Experimental results for Gaussian and Markov modulated fluid source models show that this asymptotic provides a better estimate of the frequency of buffer overflow than ones based on large buffer asymptotics.
Keywords: ATM switches, buffer overflow asymptotics, effective bandwidths, large deviations, markov modulated fluid
AMS 1991 subject class: Primary: 90K30; Secondary: 60F10, 60K25, 68M20, 90B10,90B22