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

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.