摘要
为平衡大规模网络骨干网上TCP流量模拟的准确性和复杂度,提出模拟接入网出口处的TCP聚集流量,而不从单台主机或会话的层面进行流量模拟。从网络流量的自相似性出发,提出基于应用层和网络传输层自相似的TCP聚集流量模型:在应用层通过聚集多个服从Pareto分布的ON/OFF源模拟生成自相似流量,在网络传输层根据TCP机制实现对应用层流量的聚集传输控制。模拟结果显示,在流量负载比例、流量自相似性以及骨干节点丢包率等方面,模拟结果与采集自某互联网交换中心的实际数据吻合良好,表明了该模型的有效性。
To obtain a trade-off between veracity and complexity when simulating TCP traffic of large-scale network, the TCP aggregated traffic of access network in the gateway was proposed as simulated object, instead of the traffic generated at the individual host or session level. Based on the self-similarity of application-level and network-level, the TCP aggregated traffic model was proposed due to the self-similarity of network traffic. The self-similar traffic at application level was generated by aggregating many ON/OFF sources following Pareto distribution. The aggregated transmission control was put on the traffic at network transmission level based on the mechanism of TCP protocol. Compared with the real data collected from a Network Exchange Center, the simulating result shows the validity of the model from the criteria of traffic load proportion, traffic self-similarity, and the packet loss ratio.
出处
《通信学报》
EI
CSCD
北大核心
2006年第2期100-106,共7页
Journal on Communications
基金
国家自然科学基金资助项目(60503061)
浙江省自然科学基金资助项目(Y104437)
浙江省科技计划基金资助项目(2005C33034)
湖北省教育厅科学研究计划基金资助项目(D200523007)~~
关键词
流量模拟
TCP聚集流量
自相似性
应用层自相似
网络传输层自相似
traffic simulating
TCP aggregated traffic, self-similarity： application-level self-similarity
network-level self-similarity
