The on-off network traffic model under intermediate scaling

Details The on-off network traffic model under intermediate scaling The on-off network traffic model under intermediate scaling

2010-08-14

arxiv.org/abs/1008.2472v1

Mathematics

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14p

Scientific paper

The result provided in this paper helps complete a unified picture of the scaling behavior in heavy-tailed stochastic models for transmission of packet traffic on high-speed communication links. Popular models include infinite source Poisson models, models based on aggregated renewal sequences, and models built from aggregated on-off sources. The versions of these models with finite variance transmission rate share the following pattern: if the sources connect at a fast rate over time the cumulative statistical fluctuations are fractional Brownian motion, if the connection rate is slow the traffic fluctuations are described by a stable L\'evy process, while the limiting fluctuations for the intermediate scaling regime are given by fractional Poisson motion.

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