Invited Talk: Toward Deployment of ML in Optical Networks,Transfer Learning, Monitoring and Modelling

ACP 2020

Date
Oct 25, 2020 8:30 AM — 9:00 AM
Location
Beijing, China

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
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
Paurakh Paudyal
Previous Final-Year student (2019~ 2020)

Recent EEE Graduate with First Class Honours. Specialised in Machine Learning and Python programming.

Shen Sen
Shen Sen
PhD student (2020.10 ~ Now)

PhD student funded by Bristol-CSC joint scholarship.

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