Soft failure localization is performed at SDN transceiver agents with peer-to-peer optical telemetry and lightweight ML-based algorithm. Results on a real disaggregated testbed dataset show the effectiveness in terms of accuracy and computational complexity.
Bringing Disaggregated Telemetry and ML to the Transceiver for Autonomic Signal Adaptation
Silva M. F.
;Pacini A.;Sgambelluri A.;Valcarenghi L.;Paolucci F.
2022-01-01
Abstract
Soft failure localization is performed at SDN transceiver agents with peer-to-peer optical telemetry and lightweight ML-based algorithm. Results on a real disaggregated testbed dataset show the effectiveness in terms of accuracy and computational complexity.File in questo prodotto:
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