[ThE3] Machine Learning and Data Analytics

[ThE3-1] Machine Learning Based Alarm Analysis and Failure Forecast in Optical Networks

Invited

〇Min Zhang, Danshi Wang (Beijing Univ. of Posts and Telecom., China)

Keywords:Alarm analysis, Failure prediction, Machine learning, Deep learning, Optical Network

This paper proposes a scheme of alarm analysis and failure prediction in optical transport network (OTN), by using machine learning, deep learning, and data from the network operating record.