Transfer Learning

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

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.