Toward efficient, reliable, and autonomous optical networks: the ORCHESTRA solution
K Christodoulopoulos, C Delezoide… - Journal of Optical …, 2019 - opg.optica.org
Optical networks have historically been designed to be operated statically. Connections are
overprovisioned so that they remain uninterrupted over several (eg, 10) years, using high …
overprovisioned so that they remain uninterrupted over several (eg, 10) years, using high …
Associating machine-learning and analytical models for quality of transmission estimation: combining the best of both worlds
E Seve, J Pesic, Y Pointurier - Journal of Optical Communications …, 2021 - opg.optica.org
By associating machine learning and an analytical model (ie, the Gaussian noise model),
we reduce uncertainties on the output power profile and the noise figure of each amplifier in …
we reduce uncertainties on the output power profile and the noise figure of each amplifier in …
Quality of transmission estimation and short-term performance forecast of lightpaths
S Aladin, AVS Tran, S Allogba… - Journal of Lightwave …, 2020 - ieeexplore.ieee.org
With ever-increasing traffic, the need of more dynamic, flexible, and autonomous optical
networks is more important than ever. The availability of performance monitoring data makes …
networks is more important than ever. The availability of performance monitoring data makes …