End-to-end QoT Predictions Enhanced by GNPy-Based Digital Twin With Network Telemetry (Th2A.16)
Presenter: Shuangyi Yan, HPN
Digital twin for dynamic optical networks is implemented using GNPy, network telemetry and databases. It enhances ML-based End-to-End QoT predictions in field trials by supporting model pre-training and minimizing data requirements through the AI engine.
Authors:SEN SHEN, HPN / Haiyuan Li, HPN / Andreas Tyrovolas, HPN / Yiran Teng, HPN / Reza Nejabati, HPN / Shuangyi Yan, HPN / Dimitra Simeonidou, HPN