Hybrid Learning Assisted Abstraction for Service Performance Assessment Over Multi-Domain Optical Networks
Abstract
This paper demonstrates the field-trial validation for a novel machine learning-assisted lightpath abstraction strategy in multi-domain optical network scenarios. The proposed abstraction framework shows high accuracy for dynamic optical networks with 0.44 dB estimation error.
Type
Publication
OFC 2020
Dr Xi Chen
Previous Visiting Researcher (Jan 2019~Jan 2020)
Dr Zhengguang Gao
Previous Visiting Researcher (Nov 2018~Nov 2019)
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.