33 citations · 61 across the 7 of their papers we have counts for
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cs.NI2022
Efficient Data-Driven Network Functions
Zhiyuan Yao, Yoann Desmouceaux, Juan-Antonio Cordero-Fuertes +2
Cloud environments require dynamic and adaptive networking policies. It is preferred to use heuristics over advanced learning algorithms in Virtual Network Functions (VNFs) in prod…
cs.DC2022★ 12 cited
Multi-Agent Reinforcement Learning for Network Load Balancing in Data Center
Zhiyuan Yao, Zihan Ding, Thomas Clausen
This paper presents the network load balancing problem, a challenging real-world task for multi-agent reinforcement learning (MARL) methods. Traditional heuristic solutions like We…