Data Labeling Using Unsupervised Cascaded Pre-training with Fused Multi-port Data for Optical Failure Management

We propose an unsupervised cascaded pre-training data labeling method that considers the intrinsic correlation of multi-port data, and verifies the scheme validity in failure prediction using real multi-port data from optical networks. © 2023 The Author(s)