Digital-twin-assisted meta learning for soft-failure localization in ROADM-based optical networks.
Ruikun WangJiawei ZhangZhiqun GuMemedhe IbrahimiBojun ZhangFrancesco MusumeciMassimo TornatoreYuefeng JiPublished in: J. Opt. Commun. Netw. (2024)
Keyphrases
- meta learning
- optical networks
- learning tasks
- inductive learning
- model selection
- machine learning algorithms
- link failure
- decision trees
- wavelength division multiplexing
- machine learning
- feature selection
- data mining
- network topology
- artificial intelligence
- wireless networks
- learning experience
- graph cuts
- knowledge acquisition
- learning algorithm
- routing and wavelength assignment