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
Ibrahimi, Mëmëdhe;Sticca, Giovanni S.;Musumeci, Francesco;Tornatore, Massimo
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:
| File | Dimensione | Formato | |
|---|---|---|---|
|
Ibrahimi_Failure_Localization_OECC_Invited.pdf
accesso aperto
:
Post-Print (DRAFT o Author’s Accepted Manuscript-AAM)
Dimensione
670.55 kB
Formato
Adobe PDF
|
670.55 kB | Adobe PDF | Visualizza/Apri |
I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
