Fractal Analysis On Internet Traffic Time Series
计算物理
2007-05-23 v3 数据分析、统计与概率
摘要
Fractal behavior and long-range dependence have been observed in tele-traffic measurement and characterization. In this paper we show results of application of the fractal analysis to internet traffic via various methods. Our result demonstrate that the internet traffic exhibits self-similarity. Time-scale analysis show to be an effective way to characterize the local irregularity. Based on the result of this study, these two Internet time series exhibit fractal characteristic with long-range dependence.
引用
@article{arxiv.physics/0206012,
title = {Fractal Analysis On Internet Traffic Time Series},
author = {K. B. Chong and K. Y. Choo},
journal= {arXiv preprint arXiv:physics/0206012},
year = {2007}
}
备注
10 pages, 6 figures