Cross-Task and Cross-Lightpath Failure Detection and Localization in Optical Networks Using Transfer Learning.
Francesco MusumeciGiacomo G. MarchionniMassimo TornatorePublished in: ICC (2023)
Keyphrases
- fault detection
- failure detection
- transfer learning
- optical networks
- knowledge transfer
- learning tasks
- machine learning
- labeled data
- manifold alignment
- active learning
- domain specific
- collaborative filtering
- semi supervised learning
- machine learning algorithms
- software architecture
- general purpose
- multi task
- domain adaptation
- reinforcement learning
- artificial intelligence
- neural network