We demonstrate machine-learning-assisted soft-failure localization using real data from a multi-core optical-network testbed. We achieve localization Accuracy of up to 94% over temporallyordered data considering QoT metrics such as BER and OSNR.
Data-Driven Failure Localization in Multi-Core Optical Networks
Di Sciullo, Giammarco;Marotta, Andrea;Antonelli, Cristian;
2025-01-01
Abstract
We demonstrate machine-learning-assisted soft-failure localization using real data from a multi-core optical-network testbed. We achieve localization Accuracy of up to 94% over temporallyordered data considering QoT metrics such as BER and OSNR.File in questo prodotto:
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