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Empirical analysis and comparison of IPv4-IPv6 traffic: A case study on the campus network

机译:IPv4-IPv6流量的实证分析与比较:以校园网为例

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With the exhaustion of global IPv4 address, IPv6 technologies have attracted increasing attention and have been deployed widely. Meanwhile, new applications running over IPv6 networks will change the traditional traffic characteristics of IPv4 networks. In this paper, we present a measurement study on the traffic features and behaviors of the users over IPv4 and IPv6 in the campus network of XJTU. We shall investigate the differences between IPv4 and IPv6 traffic features in terms of the distribution of the average packet size, flow size, flow duration, and self-similarity of the packet size and traffic volume. As to the user's behaviors, we employ the connection degree to capture the behavior characteristics and Renyi entropy to measure behavior dynamics. The experimental results based on the traffic traces collected from the Northwest Regional Center of CERNET (China Education and Research Network) indicate that there exists distinct differences between IPv4 and IPv6 traffic due to the newly-emerged applications. The analysis results provide strategic guidance for traffic management and exhibit great potential in abnormal behavior detection in next generation network.
机译:随着全球IPv4地址的枯竭,IPv6技术引起了越来越多的关注,并得到了广泛的部署。同时,在IPv6网络上运行的新应用程序将改变IPv4网络的传统流量特性。在本文中,我们对XJTU校园网中IPv4和IPv6上的用户流量特征和行为进行了测量研究。我们将根据平均数据包大小,流量大小,流量持续时间以及数据包大小和流量的自相似性的分布来研究IPv4和IPv6流量功能之间的差异。对于用户的行为,我们使用连接度来捕获行为特征,并使用Renyi熵来度量行为动态。根据从CERNET西北区域中心(中国教育研究网)收集到的流量跟踪结果进行的实验结果表明,由于新出现的应用,IPv4和IPv6流量之间存在明显的差异。分析结果为流量管理提供了战略指导,在下一代网络的异常行为检测中具有巨大的潜力。

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