2021 September: My previous visiting student Dr Zhengguang Gao published the joint work on Deep Reinforcement Learning based BBU placement and Routing in the Journal of Lightwave Technology. Further information
A joint work published May 24 2021 in Scientific Reports, co-authored with UCL and Cambridage researchers, demonstrate the successful abstraction of an installed optical network, a technique that has the potential to transform how networks are intelligently controlled and managed in the future. Link
Dr Shuangyi Yan delivered an tutorial talk (Title: Machine Learning Application In Future Optical Networks) in Machine Learning Photonics school (https://mlph.lakecomoschool.org/) in Mar 16, 2021.
ACP 2020: October 2020, Dr Shuangyi Yan delivered an invited talk at ACP 2020 about the deployment requirements of ML applications in optical networks. Check the detail
ICTON 2020: July 2020, Dr Shuangyi Yan delivered an invited talk at ICTON 2020 about programmable ROADM for MCF-based Multi-dimensional networks. Check the detail