Empirical study of inter-arrival packet times and packet losses

T. Kushida, Y. Shibata
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引用次数: 11

Abstract

A packet switched network such as the Internet provides only the best-effort service for users. Recent studies of the characteristics of packet arrival on a packet switched network have shown a self-similar property with long-range dependence, and also show a heavy-tailed distribution. This paper investigates end-to-end performance of the Internet empirically. It focuses on the inter-arrival process of packets and the property of packet loss between end-to-end hosts. We show that both the inter-arrival process and loss events are self-similar with a long-range dependence property. The inter-arrival process of packets has a heavy-tailed distribution which sums up the difference of all queues in intermediate routers.
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到达间数据包时间和数据包丢失的实证研究
分组交换网络(如Internet)只为用户提供最好的服务。近年来对分组交换网络中报文到达特性的研究显示出具有远程依赖的自相似特性,同时也显示出重尾分布。本文对互联网的端到端性能进行了实证研究。重点研究了端到端主机间报文的到达过程和丢包特性。我们证明了到达间过程和损失事件都是自相似的,具有长期依赖性质。报文的到达过程具有重尾分布,它综合了中间路由器中所有队列的差异。
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