most citedEstimating Quality of Transmission in a Live Production Network using Machine Learning

10 citations · 10 across the 1 of their papers we have counts for

collaborators

1 paper

cs.NI2021★ 10 cited

Estimating Quality of Transmission in a Live Production Network using Machine Learning

Jasper Müller, Tobias Fehenberger, Sai Kireet Patri +4

We demonstrate QoT estimation in a live network utilizing neural networks trained on synthetic data spanning a large parameter space. The ML-model predicts the measured lightpath p…