Uncertainty Analysis for Failure Prediction in Optical Transport Network Using Bayesian Neural Network

A Bayesian neural network-based uncertainty analysis technique is proposed for failure prediction in optical transport network, which can not only achieve F1-score up to 99.5%, but also give an uncertainty quantification for the prediction results.