Abstract

We investigate how a transfer learning based QoT estimator performs in different network topologies such as CONUS and Germany50.

© 2020 The Author(s)

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More Like This
How Uncertainty on the Fiber Span Lengths Influences QoT Estimation Using Machine Learning in WDM Networks

J. Pesic, M. Lonardi, N. Rossi, T. Zami, E. Seve, and Y. Pointurier
Th3D.5 Optical Fiber Communication Conference (OFC) 2020

Evol-TL: Evolutionary Transfer Learning for QoT Estimation in Multi-Domain Networks

Che-Yu Liu, Xiaoliang Chen, Roberto Proietti, and S. J. Ben Yoo
Th3D.1 Optical Fiber Communication Conference (OFC) 2020

Toward Deployment of ML in Optical Networks, Transfer Learning, Monitoring and Modelling

Paurakh Paudyal, Shuangyi Yan, and Dimitra Simeonidou
S4C.2 Asia Communications and Photonics Conference (ACPC) 2020