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Dual-terminal Collaborative Congestion Control in Datacenters

Published: 30 July 2024 Publication History

Abstract

As a new communication protocol, Remote Direct Memory Access (RDMA), although providing satisfactory average latency, greatly reduces tail bandwidth fluctuations caused by frequency and density levels. In this paper, we propose a dual-terminal collaborative congestion control strategy where both the network source and node participate in control simultaneously, to solve the problem of random delays in data flow transmission that prevent network nodes from achieving stable control. Experimental results show that the proposed congestion control has higher throughput.

References

[1]
Xinhao Kong, Yibo Zhu, and et al. Zhou. 2022. Collie: Finding Performance Anomalies in { RDMA} Subsystems. In 19th USENIX Symposium on Networked Systems Design and Implementation (NSDI 22). 287–305.
[2]
Shaonan Ma, Teng Ma, Kang Chen, and Yongwei Wu. 2022. A Survey of Storage Systems in the RDMA era. IEEE Transactions on Parallel and Distributed Systems 33, 12 (2022), 4395–4409.
[3]
Seyed Morteza Nabavinejad, Sherief Reda, and Masoumeh Ebrahimi. 2022. Coordinated batching and dvfs for dnn inference on gpu accelerators. IEEE transactions on parallel and distributed systems 33, 10 (2022), 2496–2508.
[4]
Bong-Hwan Oh, Serdar Vural, Ning Wang, and Rahim Tafazolli. 2018. Priority-based flow control for dynamic and reliable flow management in SDN. IEEE Transactions on Network and Service Management 15, 4 (2018), 1720–1732.
[5]
Yibo Zhu, Haggai Eran, and Daniel et al. Firestone. 2015. Congestion control for large-scale RDMA deployments. ACM SIGCOMM Computer Communication Review 45, 4 (2015), 523–536.

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    Published In

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    ACM-TURC '24: Proceedings of the ACM Turing Award Celebration Conference - China 2024
    July 2024
    261 pages
    ISBN:9798400710117
    DOI:10.1145/3674399
    This work is licensed under a Creative Commons Attribution International 4.0 License.

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    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 30 July 2024

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    Author Tags

    1. Congestion control
    2. Data center
    3. Dual-terminal Collaborative
    4. Performance evaluation

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