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Conferences > OFC > 2024 > M1H > M1H.7

Network-wide QoT Estimation Using SGD with Gradient Transfer Between Wavelengths

Kayol S. Mayer, Jonathan A. Soares, Marcos P. A. Dal Maso, Christian E. Rothenberg, Dalton S. Arantes, and Darli A. A. Mello

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Abstract

We propose an SGD-based QoT estimation technique that operates on a network-wide scale by transferring gradients among neighboring wavelengths. Simulation results indicate effective and low-complexity QoT estimation using only transponder SNR telemetry.

© 2024 The Author(s)

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