An Active Queue Management Algorithm to Enhance RED Stability

Debin Wei, Xuechun Zheng, Zuoren Yan, Ruivan Cai
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Abstract

RED is an active queue management algorithm to solve the end-to-end congestion problem of TCP. In order to further reduce the fluctuation of the queue length in the RED algorithm, improve the end-to-end throughput performance, and reduce the end-to-end delay jitter, an active queue management algorithm ARRED that enhances the stability of RED is proposed. The algorithm replaced the original linearly increasing packet drop probability function with the larger-scale ascending ridge function, which made the change of the packet loss probability function between the minimum and maximum queue length thresholds smoother. Considering the problem that the sharp change of the packet loss probability causes queue jitter when the maximum threshold is exceeded, a new parameter was set to adjust the packet drop probability. The simulation results show that the algorithm can effectively maintain the stability of the queue length, reduce the packet loss rate and delay jitter, and improve the network throughput performance.
一种提高RED稳定性的主动队列管理算法
RED是一种主动队列管理算法,用于解决TCP的端到端拥塞问题。为了进一步减小RED算法中队列长度的波动,提高端到端吞吐量性能,减少端到端延迟抖动,提出了一种增强RED稳定性的主动队列管理算法ARRED。该算法将原有线性递增的丢包概率函数替换为更大规模的升脊函数,使得丢包概率函数在最小和最大队列长度阈值之间的变化更加平滑。考虑到丢包概率的急剧变化在超过最大阈值时导致队列抖动的问题,设置一个新的参数来调整丢包概率。仿真结果表明,该算法能有效地保持队列长度的稳定性,降低丢包率和时延抖动,提高网络吞吐性能。
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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