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Forecasting loss of signal in optical networks with machine learning.

Wenjie DuDavid CôtéChris BarberYan Liu
Published in: JOCN (2021)
Keyphrases
  • optical networks
  • machine learning
  • signal processing
  • autoregressive model
  • non stationary
  • routing and wavelength assignment
  • wavelength division multiplexing
  • short term
  • reinforcement learning