Transfer Learning across Different Lightpaths for Failure-Cause Identification in Optical Networks.
Francesco MusumeciVirajit G. VenkataYusuke HirotaYoshinari AwajiSugang XuMasaki ShiraiwaBiswanath MukherjeeMassimo TornatorePublished in: ECOC (2020)
Keyphrases
- transfer learning
- wavelength division multiplexing
- wdm networks
- optical networks
- link failure
- routing and wavelength assignment
- service differentiation
- knowledge transfer
- labeled data
- cross domain
- reinforcement learning
- machine learning
- semi supervised learning
- active learning
- text classification
- origin destination
- transfer knowledge
- text categorization
- machine learning algorithms
- collaborative filtering
- unlabeled data
- text mining
- semi supervised
- learning algorithm
- network topology
- response time
- general purpose
- software engineering