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Transfer Learning Using ANN for G-OSNR Estimation in WDM Network Topologies

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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

Sample Distribution Matching Based Transfer Learning for QoT Estimation in Optical Networks

Tangze Qin, Zhiqun Gu, Jiawei Zhang, Yuhang Zhou, and Yuefeng Ji
T1C.4 Asia Communications and Photonics Conference (ACPC) 2021

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