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.