Adaptive Failure Prediction Using Long Short-term Memory in Optical Network
Chunyu Zhang, Minghui Wang, Min Zhang, Danshi Wang, Chuang Chen Song, Luyao Guan, Zhuo Liu · 2019
We propose an adaptive failure prediction scheme based on LSTM leveraging actual datasets from network operator, the experimental results verify that the average accuracy of failure prediction is 93.8%.