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Reducing overhead in flow-switched networks: an empirical study of Web traffic

机译:减少流交换网络中的开销:Web流量的实证研究

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To efficiently transfer large amounts of diverse traffic over high-speed links, modern integrated networks require more efficient packet-switching techniques that can capitalize on advances in switch hardware. Several promising approaches attempt to improve performance by creating dedicated "shortcut" connections for long-lived traffic flows, at the expense of the network overhead for establishing and maintaining these shortcuts. The network can balance these cost-performance tradeoffs through three tunable parameters: the granularity of flow end-point addresses, the timeout for grouping related packets into flows, and the trigger for migrating a long-lived flow to a shortcut connection. Drawing on a continuous one-week trace of Internet traffic, we evaluate the processor and switch overheads for transferring HTTP server traffic through a flow-switched network. In contrast to previous work, we focus on the full probability distributions of flow sizes and cost-performance metrics to highlight the subtle influence of the HTTP protocol and user behavior on the performance of flow switching. We find that moderate levels of aggregation and triggering yield significant reductions in overhead with a negligible reduction in performance. The traffic characterization results further suggest schemes for limiting the shortcut setup rate and the number of simultaneous shortcuts by temporarily delaying the creation of shortcuts during peak load, and by aggregating related packets that share a portion of their routes through the network.
机译:为了在高速链路上有效地传输大量不同的流量,现代集成网络需要更有效的数据包交换技术,可以利用交换机硬件的进步。几种有希望的方法试图通过为长期交通流量创建专用的“快捷方式”连接来提高性能,以便为建立和维护这些快捷方式的网络开销。网络可以通过三个可调参数平衡这些成本性能权衡:流终点地址的粒度,将相关数据包分组到流程的超时,以及用于将长寿流迁移到快捷方式连接的触发器。绘制连续一周的互联网流量轨迹,我们评估处理器并通过流交换网络传输HTTP Server流量的开销。与以前的工作相比,我们专注于流量尺寸和成本性能度量的完整概率分布,以突出HTTP协议和用户行为对流切换性能的微妙影响。我们发现,适度的聚集水平和触发的触发产生显着降低了开销,性能降低可忽略不计。流量表征结果进一步建议通过临时延迟峰值负载期间的快捷方式的快捷方式来限制快捷方式设置率和同时快捷方式的数量,以及通过聚合通过网络共享其路由的一部分的相关数据包。

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