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

Weijie Yang, Chunyu Zhang, Danshi Wang, Hong Zhu, Xinxing Xu, Degang Shi, Min Zhang

Abstract: 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)