网络日流量的对数正态分布模型
首发时间:2019-07-04
摘要:本文以日本MAWI工作组(MAWI Working Group Traffic Archive)的网络日流量数据作为研究对象,分析了2007年和2018年中的UDP、FTP网络日流量数据的分布特性。研究结果表明,UDP、FTP网络日流量数据具有重尾分布特性,实际数据服从对数正态分布。
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Lognormal distribution model of network daily traffic
Abstract:This paper takes the network daily traffic data of the Japanese MAWI working group(MAWI Working Group Traffic Archive)as the research object, and analyzes the distribution characteristics of the daily traffic data of UDP and FTP networks in 2007 and 2018. The research results show that the daily traffic data of UDP and FTP networks has a heavy-tailed distribution characteristic, and the actual data obeys a log-normal distribution.
Keywords: Network daily traffic modeling Heavy-tailed distribution Lognormal distribution
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