电信网络的分形特征

Qi Sun, Xiong-jian Liang
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引用次数: 4

摘要

由于在通信系统中发现了大量的自相似现象,许多研究者都在这一领域进行研究。在各种类型的数据网络流量中,自相似性的实验证据是压倒性的,并且还在继续增长。本文利用中国互联网络的实际轨迹,指出互联网流量具有自相似性。在此基础上提出了电信系统分形特征产生的制约机制和吸引因素。在网络流量跟踪研究中,引入分形理论,从各个方面解释了电信网络流量具有自相似性和远程依赖性的原因。提出了电信网络分形结构表现系统长期趋势的吸引和耗散能的观点,扩展了原有分形理论的意义。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The fractal feature of telecommunication network
Because there are a lot of the self-similarity phenomena found in the communication system, many researchers are doing work in this field. Experimental evidence for self-similarity in various types of data network traffic is overwhelming and continues to grow. In this paper, we point out that Internet traffic has self-similarity using the actual trace in ChinaNet. Then we propose the restricting mechanism and attractor in telecommunication systems as the essential reason of fractal characteristics. In the research of network traffic trace, we cited the fractal theory and explain the reasons of self-similarity property of traffic in telecommunication network and long-range dependent from every aspect. One viewpoint is proposed that the fractal structure of telecommunication network shows the attraction and dissipation energy of long-term trends in systems, which extends the meaning of the original fractal theory.
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