Abstract
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.
Original language | English |
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Pages (from-to) | 41-63 |
Number of pages | 23 |
Journal | Queueing Systems |
Volume | 74 |
Issue number | 1 |
DOIs | |
Publication status | Published - May 2013 |
Keywords
- Fluid model
- Heavy tails
- Heavy traffic
- Heterogeneous On/Off sources
- Maximum queue length
- Reflected fractional Brownian motion
- Skorokhod problem
- Workload process