Iroko: A Framework to Prototype Reinforcement Learning for Data Center Traffic Control

Fabian Ruffy, Michael Przystupa, Ivan Beschastnikh

Recent networking research has identified that data-driven congestion control (CC) can be more efficient than traditional CC in TCP. Deep reinforcement learning (RL), in particular…