no code implementations • SIGCOMM 2020 • Soheil Abbasloo, Chen-Yu Yen, H. Jonathan Chao
These days, taking the revolutionary approach of using clean-slate learning-based designs to completely replace the classic congestion control schemes for the Internet is gaining popularity.
1 code implementation • 24 Apr 2020 • Jun-Jie Zhang, Minghao Ye, Zehua Guo, Chen-Yu Yen, H. Jonathan Chao
In this paper, we propose CFR-RL (Critical Flow Rerouting-Reinforcement Learning), a Reinforcement Learning-based scheme that learns a policy to select critical flows for each given traffic matrix automatically.