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A Stochastic Map Model of Phase Transition in Internet Traffic
oleh: Kensuke Fukuda, Hideki Takayasu, Misako Takayasu
| Format: | Article |
|---|---|
| Diterbitkan: | Vladimir Andrunachievici Institute of Mathematics and Computer Science 2004-12-01 |
Deskripsi
We analyse the macroscopic dynamics of packet flow density in a WAN from the standpoint of statistical physics. Our results show the existence of a phase transition in macroscopic Internet traffic flow, which is characterized by three typical behaviors. We propose a simple autoregressive map model based on empirical phase transition phenomena, and show that it can reproduce the basic properties of actual traffic.