• Technical Conference:  30 March – 03 April 2025
  • Exhibition: 01 – 03 April 2025
  • Moscone Center, San Francisco, California, USA
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Poster / Demo

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

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