局域网段的高级流量分析

Bruce G. Barnett, Emilie T. Saulnier
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引用次数: 8

摘要

本文报道了一种局域网分组流量的数据采集与分析研究。本研究的目的是开发分析工具,以分离每种协议的影响,并最终分离每种应用程序。局域网的测量是使用运行在Sun工作站上的原始以太网数据包捕获程序(tcpdump)进行的。分析使用PERL脚本和ACE/gr数据分析程序完成。每个协议和主机的贡献是隔离的,并检查高级应用程序组合。研究了协议流量的特征,结果表明,低速率的协议流量特征(而不是泊松)类似于所提出的两状态马尔可夫链模型,而高速率的协议/应用流量表现出相关性和周期性,难以解析建模。
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High level traffic analysis of a LAN segment
A data collection and analysis study of packet traffic over a local area network is reported. The objectives of this study are to develop analysis tools to isolate the effect of each protocol, and eventually each application. The measurements of the LAN are made using a raw Ethernet packet capture program (tcpdump) running on a Sun workstation. The analysis was accomplished using a PERL script and the ACE/gr data analysis program. The contribution of each protocol and host is isolated, and the higher-level application mix is examined. The characteristics of the protocol traffic are examined, and it is shown that the lower-rate traffic protocol characteristics, while not Poisson, are similar to a proposed two-state Markov chain model, while the higher-rate protocol/application traffic exhibits correlation and periodicity that are more difficult to model analytically.<>
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