Traffic with an fBm limit: Convergence of the stationary workload process

被引:16
作者
Debicki, K
Mandjes, M
机构
[1] CWI, NL-1090 GB Amsterdam, Netherlands
[2] Univ Wroclaw, Math Inst, PL-50384 Wroclaw, Poland
[3] Univ Twente, Fac Math Sci, NL-7500 AE Enschede, Netherlands
关键词
on-off sources; Gaussian processes; fractional Brownian motion; heavy; traffic environment; weak convergence;
D O I
10.1023/B:QUES.0000021144.61749.aa
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Highly-aggregated traffic in communication networks is often modeled as fractional Brownian motion (fBm). This is justified by the theoretical result that the sum of a large number of on-off inputs, with either on-times or off-times having a heavy-tailed distribution with infinite variance, converges to fBm, after rescaling time appropriately. For performance analysis purposes, the key question is whether this convergence carries over to the stationary buffer content process. In this paper it is shown that, in a heavy-traffic queueing environment, this property indeed holds.
引用
收藏
页码:113 / 127
页数:15
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