The impact and implications of the growth in residential user-to-user traffic

Kenjiro Cho, K. Fukuda, H. Esaki, A. Kato
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引用次数: 224

Abstract

It has been reported worldwide that peer-to-peer traffic is taking up a significant portion of backbone networks. In particular, it is prominent in Japan because of the high penetration rate of fiber-based broadband access. In this paper, we first report aggregated traffic measurements collected over 21 months from seven ISPs covering 42% of the Japanese backbone traffic. The backbone is dominated by symmetric residential traffic which increased 37%in 2005. We further investigate residential per-customer trafficc in one of the ISPs by comparing DSL and fiber users, heavy-hitters and normal users, and geographic traffic matrices. The results reveal that a small segment of users dictate the overall behavior; 4% of heavy-hitters account for 75% of the inbound volume, and the fiber users account for 86%of the inbound volume. About 63%of the total residential volume is user-to-user traffic. The dominant applications exhibit poor locality and communicate with a wide range and number of peers. The distribution of heavy-hitters is heavy-tailed without a clear boundary between heavy-hitters and normal users, which suggests that users start playing with peer-to-peer applications, become heavy-hitters, and eventually shift from DSL to fiber. We provide conclusive empirical evidence from a large and diverse set of commercial backbone data that the emergence of new attractive applications has drastically affected traffic usage and capacity engineering requirements.
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住宅用户对用户流量增长的影响和影响
据报道,在世界范围内,点对点流量正在占据骨干网络的很大一部分。特别是,由于基于光纤的宽带接入的高普及率,它在日本尤为突出。在本文中,我们首先报告了从七个isp收集的21个月内的汇总流量测量,覆盖了42%的日本骨干流量。主干网以对称住宅流量为主,2005年增长了37%。通过比较DSL用户和光纤用户、重量级用户和普通用户以及地理流量矩阵,我们进一步调查了其中一个isp的住宅每客户流量。结果表明,一小部分用户决定了整体行为;4%的重量级用户占入站量的75%,光纤用户占入站量的86%。大约63%的住宅流量是用户对用户的流量。占主导地位的应用程序表现出较差的局部性,并且与范围广泛且数量众多的对等体进行通信。重量级用户的分布是重尾的,在重量级用户和普通用户之间没有明确的界限,这表明用户开始玩点对点应用程序,成为重量级用户,最终从DSL转向光纤。我们从大量不同的商业主干数据中提供了确凿的经验证据,表明新的有吸引力的应用程序的出现极大地影响了流量使用和容量工程需求。
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Session details: Wireless Proceedings of the 2006 conference on Applications, technologies, architectures, and protocols for computer communications Session details: Applications Session details: Measurement Session details: Routing 1
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