Invited Talk: Toward Deployment of ML in Optical Networks,Transfer Learning, Monitoring and Modelling
ACP 2020
Invited Talk: Toward deployment of ML in optical networks, transfer learning, monitoring and modeling
Dr Shuangyi Yan delivered an Invited talk at ACP 2020. The title is : Toward deployment of ML in optical networks, transfer learning, monitoring and modeling.
This talk reviewed challenges of ML deployments in optical networks. A transfer-learning based ML lifecycle-management is presented with reduced requirements of practical data over a cloud-based monitoring platform and paves the way to further deployments.
More detailed information about the conference can be found here.
The recording is availabe on Youtube.
Shuangyi Yan
Senior Lecturer in High Performance Networking & Optical Network
My research focuses on AI-driven automatic dynamic optical networks with flexible network functions and fast network reconfigurations.
Paurakh Paudyal
Previous Final-Year student (2019~ 2020)
Recent EEE Graduate with First Class Honours. Specialised in Machine Learning and Python programming.
