Domain adaptation and transfer learning for failure detection and failure-cause identification in optical networks across different lightpaths
Optical network failure management (ONFM) is a promising application of machine learning (ML) to optical networking. Typical ML-based ONFM ...
Source: Journal of Optical Communications and Networking - Category: Physics Authors: Francesco Musumeci Virajit Garbhapu Venkata Yusuke Hirota Yoshinari Awaji Sugang Xu Masaki Shiraiwa Biswanath Mukherjee Massimo Tornatore Source Type: research