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We suppose an OLS agnostic operation by relying only on the OCM telemetry. Analyzing an experimental data-set from an 11
EDFA OLS we show the need for 3.6 dB margin without knowledge on EDFAs reduced to 0.4 dB by DNN machine learning
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