中国邮电高校学报(英文) ›› 2023, Vol. 30 ›› Issue (6): 30-37.doi: 10.19682/j.cnki.1005-8885.2023.1015

所属专题: 复杂网络传播与网络控制

• Complex Network Identification and Control • 上一篇    下一篇

Stability and Hopf bifurcation analysis in DCTCP congestion control

程尊水, 姜景娜, 孙东晟
  

  1. School of Mathematics and Physics, Qingdao University of Science and Technology, Qingdao 266061, China
  • 收稿日期:2023-07-13 修回日期:2023-09-30 出版日期:2023-12-28 发布日期:2023-12-28
  • 通讯作者: Cheng Zunshui E-mail:chengzunshui@gmail.com
  • 基金资助:
    This work was supported by the Natural Science Foundation of Shandong Province of China (ZR2020MF080).

Stability and Hopf bifurcation analysis in DCTCP congestion control

Cheng Zunshui, Jiang Jingna, Sun Dongsheng   

  1. School of Mathematics and Physics, Qingdao University of Science and Technology, Qingdao 266061, China
  • Received:2023-07-13 Revised:2023-09-30 Online:2023-12-28 Published:2023-12-28
  • Contact: Cheng Zunshui E-mail:chengzunshui@gmail.com
  • Supported by:
    This work was supported by the Natural Science Foundation of Shandong Province of China (ZR2020MF080).

摘要:

Traditional loss-based transports cannot meet the strict requirements of low latency and high throughput in data center networks (DCNs). Thus data center transmission control protocol (DCTCP) is proposed to better manage the congestion control in DCNs. To provide insight into improving the stability of the DCN, this paper focuses on the Hopf bifurcation analysis of a fluid model of DCTCP, and investigates the stability of the network. The round-trip time (RTT), being an effective congestion signal, is selected as the bifurcation parameter. And the network turns unstable and generates periodic solutions when the parameter is larger than the given critical value, which is given by explicit algorithms. The analytical results reveal the existence of Hopf bifurcation. Numerical simulations are performed to make a comparative analysis between the fluid model and the simplified model of DCTCP. The influence of other parameters on the DCN stability is also discussed.

关键词: bifurcation, control systems, delay systems, difference equations

Abstract: Traditional loss-based transports cannot meet the strict requirements of low latency and high throughput in data center networks (DCNs). Thus data center transmission control protocol (DCTCP) is proposed to better manage the congestion control in DCNs. To provide insight into improving the stability of the DCN, this paper focuses on the Hopf bifurcation analysis of a fluid model of DCTCP, and investigates the stability of the network. The round-trip time (RTT), being an effective congestion signal, is selected as the bifurcation parameter. And the network turns unstable and generates periodic solutions when the parameter is larger than the given critical value, which is given by explicit algorithms. The analytical results reveal the existence of Hopf bifurcation. Numerical simulations are performed to make a comparative analysis between the fluid model and the simplified model of DCTCP. The influence of other parameters on the DCN stability is also discussed.

Key words: bifurcation, control systems, delay systems, difference equations