Service-triggered Failure Identification/Localization Through Monitoring of Multiple Parameters
Konferenz: ECOC 2016 - 42nd European Conference on Optical Communication
18.09.2016 - 22.09.2016 in Düsseldorf, Deutschland
Tagungsband: ECOC 2016
Seiten: 3Sprache: EnglischTyp: PDF
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Autoren:
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)
Inhalt:
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.