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Dilemma of Proactive Congestion Control Protocols

Published: 05 September 2023 Publication History

Abstract

Reactive congestion control (RCC) protocols have undergone decades of evolution, where senders first send data packets and then back off when congestion occurs. Recently, there has been a surge of interest in proactive congestion control (PCC) that allocates bandwidth before transmission. Despite its potential, we found that there are certain scenarios where PCC may fall short. In this paper, we aim to provide a comprehensive understanding of PCC and motivate further exploration of this area. We conduct case studies and leverage NS3 simulations to compare state-of-the-art PCC with RCCs, delving into the real dilemma of PCC.

References

[1]
Inho Cho, Keon Jang, and Dongsu Han. 2017. Credit-scheduled delay-bounded congestion control for datacenters. In ACM SIGCOMM.
[2]
Mark Handley, Costin Raiciu, Alexandru Agache, Andrei Voinescu, Andrew W Moore, Gianni Antichi, and Marcin Wójcik. 2017. Re-architecting datacenter networks and stacks for low latency and high performance. In ACM SIGCOMM.
[3]
Shuihai Hu, Wei Bai, Gaoxiong Zeng, Zilong Wang, Baochen Qiao, Kai Chen, Kun Tan, and Yi Wang. 2020. Aeolus: A Building Block for Proactive Transport in Datacenters. In ACM SIGCOMM. ACM.
[4]
Yuliang Li, Rui Miao, Hongqiang Harry Liu, Yan Zhuang, Fei Feng, Lingbo Tang, Zheng Cao, Ming Zhang, Frank Kelly, Mohammad Alizadeh, 2019. HPCC: High precision congestion control. In ACM SIGCOMM.
[5]
Kexin Liu, Chen Tian, Qingyue Wang, Yanqing Chen, Bingchuan Tian, Wenhao Sun, Ke Meng, Long Yan, Lei Han, Jie Fu, 2022. PayDebt: Reduce Buffer Occupancy Under Bursty Traffic on Large Clusters. IEEE Transactions on Parallel and Distributed Systems (2022).
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Behnam Montazeri, Yilong Li, Mohammad Alizadeh, and John Ousterhout. 2018. Homa: A receiver-driven low-latency transport protocol using network priorities. In ACM SIGCOMM.
[7]
Yibo Zhu, Haggai Eran, Daniel Firestone, Chuanxiong Guo, Marina Lipshteyn, Yehonatan Liron, Jitendra Padhye, Shachar Raindel, Mohamad Haj Yahia, and Ming Zhang. 2015. Congestion control for large-scale RDMA deployments. In ACM SIGCOMM.

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      cover image ACM Other conferences
      APNet '23: Proceedings of the 7th Asia-Pacific Workshop on Networking
      June 2023
      229 pages
      ISBN:9798400707827
      DOI:10.1145/3600061
      Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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      Association for Computing Machinery

      New York, NY, United States

      Publication History

      Published: 05 September 2023

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      Author Tags

      1. Datacenter
      2. Proactive Congestion Control

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      • Poster
      • Research
      • Refereed limited

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      APNET 2023
      APNET 2023: 7th Asia-Pacific Workshop on Networking
      June 29 - 30, 2023
      Hong Kong, China

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      Overall Acceptance Rate 50 of 118 submissions, 42%

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