[HTML][HTML] Improved RTT fairness of BBR congestion control algorithm based on adaptive congestion window

W Pan, H Tan, X Li, X Li - Electronics, 2021 - mdpi.com
… BBR congestion control, the cause of the unfairness of BBR to different RTT flows was analyzed…
BBR-ACW was proposed to improve the fairness issue of original BBR with different RTT

Towards fair and efficient learning-based congestion control

X Liao, H Tian, C Zeng, X Wan, K Chen - arXiv preprint arXiv:2403.01798, 2024 - arxiv.org
… learning-based congestion control that ensures fast convergence to fairness with stability. At
… To experimentally evaluate the RTT fairness, we set up 5 long-running flows in an emulated …

BBR-With Enhanced Fairness (BBR-EFRA): A new enhanced RTT fairness for BBR congestion control algorithm

CK Njogu, W Yang, HW Njogu, A Bosire - Computer Communications, 2023 - Elsevier
… on RTT fairness, which indicates the fairness in bandwidth sharing allocation of each
competing flow [26], [30]. Jain’s fairness index is … BBR: congestion-based congestion control

P4air: Increasing fairness among competing congestion control algorithms

B Turkovic, F Kuipers - 2020 IEEE 28th International …, 2020 - ieeexplore.ieee.org
… , intra-, and RTT-fairness properties of congestion control algorithms in Sec. II. We use
this as a base to classify the congestion control algorithms into four groups with high inter-fairness

Fairness Analysis and Optimization of BBR Congestion Control Algorithm

B Zhang, Y Wang, X Yang - … on Algorithms and Architectures for Parallel …, 2023 - Springer
… To optimize the RTT fairnessRTT fairness of the BBR algorithm, the effect of the number
of flows in the link on it. We propose a new optimization algorithm, BBR-O, for the RTT fairness

Astraea: Towards Fair and Efficient Learning-based Congestion Control

X Liao, H Tian, C Zeng, X Wan, K Chen - Proceedings of the Nineteenth …, 2024 - dl.acm.org
… learning-based congestion control that ensures fast convergence to fairness with stability. At
… To experimentally evaluate the RTT fairness, we set up 5 long-running flows in an emulated …

[HTML][HTML] Improvement of RTT fairness problem in BBR congestion control algorithm by gamma correction

W Pan, X Li, H Tan, J Xu, X Li - Sensors, 2021 - mdpi.com
… We refer to the analysis of the complexity of the congestion control algorithm in literature [20].
The time complexity of the algorithm reflects the magnitude of the increase of program …

Slowdown as a Metric for Congestion Control Fairness

A Zapletal, F Kuipers - Proceedings of the 22nd ACM Workshop on Hot …, 2023 - dl.acm.org
fairness: it is fair when no flow unnecessarily prolongs another flow. Based on this stance,
we propose an evaluation framework for congestion control fairness … We verify RTT unfairness, …

Toward Fair and Efficient Congestion Control: Machine Learning Aided Congestion Control (MLACC)

A Elbery, Y Lian, G Li - Proceedings of the 7th Asia-Pacific Workshop on …, 2023 - dl.acm.org
… a competing flow with shorter RTT. Motivated by the … congestion control technique that aims
to minimize the queuing delay and drop rates at the bottleneck link and increase the fairness

Is it really necessary to go beyond a fairness metric for next-generation congestion control?

S Islam, K Hiorth, C Griwodz, M Welzl - Proceedings of the Workshop on …, 2022 - dl.acm.org
… of using a fairness metric vs. using harm with representative congestion control mechanisms
… comparison between Cubic and Reno is “interesting” at RTT=50 ms, capacity≥75Mbit/s as …