Heavy-traffic limit for a feed-forward fluid model with heterogeneous heavy-tailed On/Off sources

被引:5
作者
Delgado, Rosario [1 ]
机构
[1] Univ Autonoma Barcelona, Dept Matemat, E-08193 Barcelona, Spain
关键词
Fluid model; Heavy tails; Heavy traffic; Reflected fractional Brownian motion; Heterogeneous On/Off sources; Workload process; Maximum queue length; Skorokhod problem; FBM LIMIT; MAXIMUM; PRINCIPLE; WORKLOAD;
D O I
10.1007/s11134-012-9320-z
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
We consider a multi-station fluid model with arrivals generated by a large number of non-homogeneous heavy-tailed On/Off sources. If the model is feed-forward in the sense that fluid cannot flow from one station to other with lighter tail distributions, we prove that under heavy-traffic, the scaled workload converges in distribution to a reflected fractional Brownian motion process with a multi-dimensional Hurst parameter. As an application, we analyze the impact of having independent streams with variable parameters in high-speed telecommunication networks, on the asymptotic behavior of the maximum queue length.
引用
收藏
页码:41 / 63
页数:23
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