We perform transfer learning across different lightpaths for failure-cause identification using OSNR traces collected over NICT's Sendai optical-network testbed. Results suggest that limited additional data on the target lightpath allow to achieve satisfactory accuracy.
Transfer Learning across Different Lightpaths for Failure-Cause Identification in Optical Networks
F. Musumeci;M. Tornatore
2020-01-01
Abstract
We perform transfer learning across different lightpaths for failure-cause identification using OSNR traces collected over NICT's Sendai optical-network testbed. Results suggest that limited additional data on the target lightpath allow to achieve satisfactory accuracy.File in questo prodotto:
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