K. Kobayashi et Y. Takahashi, Overflow probability for a discrete-time queue with non-stationary multiplexed input, TELECOM SYS, 15(1-2), 2000, pp. 157-166
Recently it has been reported that various traffic exhibit long-range depen
dence and/or self-similarity. However, there exist some reports which sugge
st that traffic may be non-stationary. In this paper we discuss the average
overflow probability J(N)(L)(Ly)=E[N(-1)Sigma I-N(n=1){Q(n)(L)> Ly}] in a
finite period [1,N] for a discrete-time queue Q(n)(L) with a non-stationary
multiplexed input from L sources. By using the large deviation principle,
we analyze the asymptotic behavior of J(N)(L)(Ly) as L increases and obtain
an approximation formula of the form J(n)(L)(Ly)approximate toC(L,y) e(-ga
mma (y)). We apply the approximation formula to two examples. One is a non-
stationary process with deterministic level shifts and the other is a Gauss
ian process with spectrum of the form f(-nu). The latter is non-stationary
if nu greater than or equal to1.