Intelligent Bandwidth Allocation for Latency Management in NG-EPON using Reinforcement Learning Methods.

A novel intelligent bandwidth allocation scheme in NG-EPON using reinforcement learning is proposed and demonstrated for latency management. The capability of the proposed scheme is verified under both fixed and dynamic traffic loads.