Dynamic power pre-adjustments with machine learning that mitigate EDFA excursions during defragmentation.
Yishen HuangPatricia B. ChoPayman SamadiKeren BergmanPublished in: OFC (2017)
Keyphrases
- machine learning
- machine learning methods
- artificial intelligence
- pattern recognition
- data mining
- dynamic environments
- information extraction
- real time
- learning problems
- data analysis
- web services
- computer vision
- learning algorithm
- information retrieval
- computational biology
- machine learning approaches
- dynamically changing
- learning tasks
- kernel methods
- active learning
- decision trees
- feature selection
- databases