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分形点过程在网络流量建模领域的应用

The Application of Fractal Point Processes in Network Traffic Modeling
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摘要 近来,人们正在使用基于分形理论的方法对网络流量特性做进一步深入的分析。文章从分析网络流量的维数和多重分形性入手,试图从根本上找出网络流量具有分形特征(自相似性)的原因。此外,文章着重介绍了分形点过程在网络流量分析、建模领域的应用和实例,并指出应用分形点过程结合闭环反馈控制理论来对网络流量建模将是一种非常有希望获得突破的方法。 Fractal Theory has been used for indepth analysis of the network traffic characteristics recently. Based on the analysis of dimensionality and multifractal nature of network traffic, this article is intended to find out the reason for the fractal characteristic (self-similarity). Moreover, the article lays its stress on the application case of fractal point process in the network traffic analysis and modeling. It indicates that it could be a probable breakthrough method to apply fractal point process in combination with feedback theory in traffic modeling.
作者 陈志 王楠
出处 《现代电信科技》 2009年第10期45-49,共5页 Modern Science & Technology of Telecommunications
关键词 分形理论 流量特性 流量模型 fractal theory traffic characteristic traffic model
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