Service-triggered Failure Identification/Localization Through Monitoring of Multiple Parameters

Conference: ECOC 2016 - 42nd European Conference on Optical Communication
09/18/2016 - 09/22/2016 at Düsseldorf, Deutschland

Proceedings: ECOC 2016

Pages: 3Language: englishTyp: PDF

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Ruiz, Marc; Vela, Alba P.; Velasco, Luis (Universitat Politècnica de Catalunya (UPC), Barcelona, Spain)
Fresi, Francesco; Meloni, Gianluca; Cugini, Filippo; Poti, Luca (CNIT, Pisa, Italy)
Sambo, Nicola; Castoldi, Piero (Scuola Superiore Sant’Anna, Pisa, Italy)

Failures in the optical layer might impact the quality of supported services. We experimentally characterize several failure causes and propose an effective machine learning-based algorithm to localize and identify the most probable cause of failure impacting a given service.