Back to Search
Start Over
Intelligent Bandwidth Allocation for Latency Management in NG-EPON using Reinforcement Learning Methods
- Publication Year :
- 2020
-
Abstract
- A novel intelligent bandwidth allocation scheme in NG-EPON using reinforcement learning is proposed and demonstrated for latency management. We verify the capability of the proposed scheme under both fixed and dynamic traffic loads scenarios to achieve <1ms average latency. The RL agent demonstrates an efficient intelligent mechanism to manage the latency, which provides a promising IBA solution for the next-generation access network.
Details
- Database :
- arXiv
- Publication Type :
- Report
- Accession number :
- edsarx.2001.07698
- Document Type :
- Working Paper