包括TCP BBR在内的现代TCP拥塞控制算法中的TCP公平性

Kanon Sasaki, Masato Hanai, Kouto Miyazawa, A. Kobayashi, Naoki Oda, Saneyasu Yamaguchi
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引用次数: 32

摘要

为了提高通信性能,人们提出了许多快速的TCP算法,如CUBIC TCP和Compound TCP。这些建议提出了另一个问题,即TCP拥塞控制算法之间的性能公平性。关于公平问题的讨论发表了几篇论文,其中一些论文揭示了其中的不公平。此外,还提出了一些基于丢包的公平性改进方法,如采用CoDel算法。但是,这些现有的工作都是基于现有的TCP算法,有基于损失的、基于延迟的或混合型TCP拥塞控制算法。2016年,另一种TCP拥塞控制算法被提出,称为TCP BBR。该算法基于Kleinrock的拥塞模型,而不是基于损失或延迟的。本文研究了CUBIC TCP和TCP BBR之间的性能公平性。我们给出了TCP BBR和CUBIC TCP同时建立连接条件下的性能评估。然后我们证明了TCP BBR和CUBIC TCP之间的性能公平性非常低,特别是在高延迟的情况下。在RTT为64 ms的情况下,TCP BBR的性能是CUBIC TCP的45倍左右。我们应用CoDel来提高TCP的公平性,并对公平性进行了评估。我们的评估表明,在TCP BBR占用大量带宽的情况下,它不能很好地工作。另一方面,它在TCP BBR无法获得足够吞吐量的情况下是有效的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
TCP Fairness Among Modern TCP Congestion Control Algorithms Including TCP BBR
For improving communication performance, many fast TCP algorithms, e.g. CUBIC TCP and Compound TCP, have been proposed. These proposals have raised another issue that is performance fairness among TCP congestion control algorithms. Several papers were published for discussing the fairness and some of them revealed their unfairness. In addition, some fairness improving methods based on packet dropping, for example applying CoDel, have been proposed. However, these existing works were based on the existing TCP algorithms, which were loss-based, delay-based, or hybrid type TCP congestion control algorithm. In 2016, another TCP congestion control algorithm, called TCP BBR, was proposed. The algorithm is based on the congestion model by Kleinrock and not loss-based or delay-based. In this paper, we investigate the performance fairness between CUBIC TCP and TCP BBR. We present performance evaluation in conditions wherein connections of TCP BBR and CUBIC TCP are concurrently established. We then demonstrate that the performance fairness between TCP BBR and CUBIC TCP is very low, especially with high latency. In the case of 64 ms RTT, TCP BBR obtained about 45 times of performance of CUBIC TCP. We applied CoDel for improving TCP fairness and evaluated the fairness. Our evaluation showed that it did not work well in case of TCP BBR consumes much bandwidth. On the other hand, it is effective in case of TCP BBR cannot obtain enough throughput.
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