Fully Disaggregated ROADM White Box with NETCONF/YANG Control, Telemetry, and Machine Learning-based Monitoring.
Andrea SgambelluriJosé Luis Izquierdo-ZaragozaAlessio GiorgettiLluis GifreLuis VelascoFrancesco PaolucciNicola SamboFrancesco FresiPiero CastoldiAnna Chiado PiatRoberto MorroEmilio RiccardiAntonio D'ErricoFilippo CuginiPublished in: OFC (2018)
Keyphrases
- machine learning
- white box
- black box
- data acquisition
- monitoring system
- learning algorithm
- control system
- real time
- computer vision
- neural network
- data analysis
- support vector machine
- real world
- pattern recognition
- feature selection
- computational intelligence
- decision trees
- learning tasks
- model selection
- machine learning approaches
- control method
- data mining
- learning systems
- source code
- computer science
- case study