5G环境下CUBIC TCP和TCP BBR性能研究

Tomoaki Kanaya, Nobuo Tabata, Saneyasu Yamaguchi
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引用次数: 4

摘要

5G(第五代蜂窝网络技术标准)作为一种新的蜂窝网络技术备受关注。与第四代4G相比,这可以实现更低延迟和更宽带宽的通信。此外,目前很多通信都使用TCP (Transmission Control Protocol,传输控制协议),预计5G的这些特性会对TCP拥塞控制算法的行为产生很大的影响。本文以目前应用最广泛、最受关注的拥塞控制算法CUBIC TCP和TCP BBR为研究对象,研究了这两种算法在5G环境下的性能行为。首先,我们在使用真实5G设备的实际5G网络中评估这些算法的吞吐量随时间的变化。然后我们展示一些独特的行为。也就是说,它们的吞吐量在长期内是波动的,例如在几分钟的周期内,CUBIC TCP在大多数情况下优于TCP BBR,并且它们的吞吐量有时非常不公平,例如它们的性能相差100倍以上。其次,我们研究了两种TCP算法的内部变量,如拥塞窗口大小和估计瓶颈带宽的变化,并揭示了独特行为的原因。
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A Study on Performance of CUBIC TCP and TCP BBR in 5G Environment
5G (the fifth generation technology standard for cellular networks) is attracting attention as a new cellular network technology. This can achieve communication with lower latency and wider bandwidth comparing with 4G, which is the fourth generation. In addition, many of the current communications use TCP (Transmission Control Protocol), and it is expected that 5G’s these features have a large effect on the behaviors of TCP congestion control algorithms. In this paper, we focus on CUBIC TCP and TCP BBR, which are the most widely used congestion control algorithm and most getting attention one, and investigate the performance behaviors of these TCP algorithms in the 5G environment. First, we evaluate the change of throughputs of these algorithms over time in a practical 5G network using real 5G devices. We then show some unique behaviors. That is, their throughputs fluctuate in the long term, such as with a cycle of some minutes, CUBIC TCP outperforms TCP BBR most of the time, and their throughputs are sometimes extremely unfair, for example, their performance is more than 100 times different. Second, we investigate the change of the internal variables of both TCP algorithms, such as congestion window size and estimated bottleneck bandwidth, and reveal the reason of unique behaviors.
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