PAC: Taming TCP Incast Congestion Using Proactive ACK Control

Wei Bai, Kai Chen, Haitao Wu, Wuwei Lan, Yangming Zhao
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引用次数: 42

Abstract

TCP in cast congestion which can introduce hundreds of milliseconds delay and up to 90% throughput degradation, severely affecting application performance, has been a practical issue in high-bandwidth low-latency data enter networks. Despite continuous efforts, prior solutions have significant drawbacks. They either only support quite a limited number of senders (e.g., 40-60), which is not sufficient, or require non-trivial system modifications, which is impractical and not incrementally deployable. We present PAC, a simple yet very effective design to tame TCP in cast congestion via Proactive ACK Control at the receiver. The key design principle behind PAC is that we treat ACK not only as the acknowledgement of received packets but also as the trigger for new packets. Leveraging data center network characteristics, PAC enforces a novel ACK control to release ACKs in such a way that the ACK-triggered in-flight data can fully utilize the bottleneck link without causing in cast collapse even when faced with over a thousand senders. We implement PAC on both Windows and Linux platforms, and extensively evaluate PAC using small-scale test bed experiments and large-scale ns-2 simulations. Our results show that PAC significantly outperforms the previous representative designs such as ICTCP and DCTCP by supporting 40X (i.e., 40?1600) more senders, further, it does not introduce spurious timeout and retransmission even when the measured 99th percentile RTT is only 3.6ms. Our implementation experiences show that PAC is readily deployable in production data enters, while requiring minimal system modification compared to prior designs.
PAC:使用主动ACK控制来驯服TCP内播拥塞
TCP的cast拥塞会导致数百毫秒的延迟和高达90%的吞吐量下降,严重影响应用程序的性能,已经成为高带宽低延迟数据输入网络中的一个实际问题。尽管不断努力,以前的解决方案有明显的缺点。它们要么只支持相当有限数量的发送者(例如,40-60个),这是不够的,要么需要对系统进行重大修改,这是不切实际的,并且不能增量部署。我们提出PAC,一种简单但非常有效的设计,通过接收方的主动ACK控制来抑制TCP的cast拥塞。PAC背后的关键设计原则是,我们不仅将ACK视为对接收到的数据包的确认,还将其视为新数据包的触发器。PAC利用数据中心网络的特点,采用一种新颖的ACK控制来释放ACK,这样,即使面对超过一千个发送者,由ACK触发的飞行中的数据也可以充分利用瓶颈链路,而不会导致cast崩溃。我们在Windows和Linux平台上实现PAC,并使用小规模测试平台实验和大规模ns-2模拟广泛评估PAC。我们的研究结果表明,PAC通过支持40X(即40 - 1600)多个发送方,显著优于ICTCP和DCTCP等先前的代表性设计,并且即使在测量的第99百分位RTT仅为3.6ms时,它也不会引入虚假超时和重传。我们的实现经验表明,PAC很容易部署在生产数据输入中,与以前的设计相比,需要的系统修改最少。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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