Demonstration of Continuous Improvement in Open Optical Network Design by QoT Prediction using Machine Learning.
Martin BoudaShoichiro OdaYuichi AkiyamaDenis PaunovicTakeshi HoshidaPaparao PalacharlaTadashi IkeuchiPublished in: OFC (2019)
Keyphrases
- network design
- machine learning
- switched networks
- communication networks
- network design problem
- prediction accuracy
- heuristic solution
- machine learning algorithms
- network architecture
- facility location
- machine learning methods
- decision trees
- data processing
- economic order quantity
- databases
- distributed systems
- knowledge discovery
- search algorithm
- neural network