Experimental Demonstration of Automated ML Service Provisioning for VNT Configuration in SDM Networks
- Resource Type
- Conference
- Authors
- Gao, Hanyu; Chen, Xiaokang; Zheng, Wenbang; Wang, Aoxue; Pan, Jingshun; Chen, Xiaoliang; Li, Zhaohui
- Source
- 2024 Optical Fiber Communications Conference and Exhibition (OFC) Optical Fiber Communications Conference and Exhibition (OFC), 2024. :1-3 Mar, 2024
- Subject
- Communication, Networking and Broadcast Technologies
Photonics and Electrooptics
Optical fibers
Network topology
Optical fiber networks
Optical fiber testing
- Language
This paper demonstrates automated ML service provisioning for virtual network topology (VNT) configuration over a 7-core fiber SDM testbed. Results show below 3-second VNT configuration time and provisioning of QoT estimators with > 90% accuracy using < 100 samples.