Network Traffic Analysis Based on Log-Infinitely Divisible Cascades in Wireless Mobile Networks
Wenbo Wang · Beijing Youdian Xueyuan xuebao · 2009
According to the log-infinitely divisible cascades framework introduced from the analysis of turbulence scale,this thesis analyses the multi-scale character of wireless-packet network traffic gathered in mobile operations' network,sampled with general packet radio service(GPRS),found that the actual GPRS traffic conforms to the log-infinitely divisible cascades framework;Further more aspects of analysis on wireless-packet flow data are accomplished based on this method,found that log infinitely divisible cascades(LIDC) is very effective on analysis of wireless-packet traffic multi-scale character.The LIDC can depict the scale-character in the full-range scale of traffic,as well as it can differentiate the valid range within a specific scale.And more,based on this framework,this thesis's analysis shows that the scale of wireless-packet traffic complies with power-law,mono-scale and scale-invariance.