Uncertainty-Aware QoT Forecasting in Optical Networks with Bayesian Recurrent Neural Networks.
Nicola Di CiccoJacopo TalpiniMemedhe IbrahimiMarco SaviMassimo TornatorePublished in: ICC (2023)
Keyphrases
- recurrent neural networks
- optical networks
- chaotic time series
- decision theory
- neural network
- feed forward
- artificial neural networks
- short term
- recurrent networks
- echo state networks
- reservoir computing
- neural model
- long term
- dynamic reconfiguration
- routing and wavelength assignment
- service differentiation
- cascade correlation
- nonlinear dynamic systems
- wavelength division multiplexing