Optimizing Deep Learning-Based Failure Management in Optical Networks by Monitoring Relative Neural Activity.
Lareb Zar KhanJoão PedroOmran AyoubNelson CostaAndrea SgambelluriLorenzo De MarinisAntonio NapoliNicola SamboPublished in: ONDM (2024)
Keyphrases
- deep learning
- optical networks
- unsupervised learning
- decision support
- machine learning
- management system
- unsupervised feature learning
- weakly supervised
- network architecture
- dynamic reconfiguration
- decision making
- real time
- knowledge management
- mental models
- object recognition
- general purpose
- pairwise
- web services
- artificial intelligence
- routing and wavelength assignment