Reliability-Oriented RSA Combined with Reinforcement Learning in Elastic Optical Networks
- Resource Type
- Conference
- Authors
- Jiao, Yurong; Yin, Shan; Jin, Tianyu; Liu, Lihao; Zhao, Ligang; Huang, Shanguo
- Source
- 2022 20th International Conference on Optical Communications and Networks (ICOCN) Optical Communications and Networks (ICOCN), 2022 20th International Conference on. :1-3 Aug, 2022
- Subject
- Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Fields, Waves and Electromagnetics
Photonics and Electrooptics
Signal Processing and Analysis
Q-learning
Optical fiber networks
Reliability
Reliab ility-orien ted
Reinforcement learning
RSA
Elastic optical networks
- Language
- ISSN
- 2771-3059
This paper proposes a reliability-oriented RSA scheme combined with reinforcement learning in elastic optical networks. The results show that the scheme can effectively improve the network performance such as average failure probability and blocking rate.