通过流量重复数据删除实现冗余控制

K. Hua, Ning Jiang, J. Kuhns, V. Sundaram, C. Zou
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引用次数: 5

摘要

统计数据显示,79%的互联网流量是视频,而且大部分是“冗余”的。视频点播尤其遵循90/10访问模式,其中90%的用户访问所有视频内容的相同10%。因此,冗余数据在因特网上重复传输。在本文中,我们提出了一种新的流量重复数据删除技术,以实现视频源(CDN中的视频服务器或代理服务器)和客户端之间更有效的网络通信。提出的SMART (Small packet merge - able RouTers)覆盖网络采用机会性的流量重复数据删除方法,允许每个SMART路由器动态合并相同视频内容的独立流,形成视频流树(video streaming tree, VST)。合并后的流与TCP会话信息一起在覆盖层中隧道化,最终被解复用并交付给完全兼容TCP协议的客户端。我们对视频源和客户端之间的合并策略、SMART路由器在合并过程中节省流量的效率以及在视频源和客户端之间实现SMART覆盖拓扑的整体性能进行了理论分析。最后,我们在PlanetLab环境中创建了SMART原型。我们证明了性能评估结果与我们的理论分析一致,并且实现了显著的带宽节省。
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Redundancy control through traffic deduplication
Statistics show that 79% of the Internet traffic is video and mostly “redundant”. Video-On-Demand in particular follows a 90/10 access pattern, where 90% of the users access the same 10% of all video content. As a result, redundant data are repeatedly transmitted over the Internet. In this paper, we propose a novel traffic deduplication technique to achieve more efficient network communication between video sources (video servers or proxy servers in a CDN) and clients. The proposed SMART (Small packet Merge-Able RouTers) overlay network employs an opportunistic traffic deduplication approach and allows each SMART router to dynamically merge independent streams of the same video content, forming a video streaming tree (VST). The merged streams are tunneled through the overlay together with TCP sessions information before eventually being de-multiplexed and delivered to the clients fully compatible with the TCP protocol. We present theoretical analysis findings on the merging strategy between the video source and clients, the efficiency of the SMART router to save traffic during a merge process, and the overall performance of implementing a SMART overlay topology between a video source and clients. Finally, we prototyped SMART in the PlanetLab environment. We illustrate that performance evaluation results are consistent with our theoretical analysis and significant bandwidth saving is achieved.
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