Data Labeling Using Unsupervised Cascaded Pre-Training With Fused Multi-Port Data for Optical Failure Management (W2B.8)
Presenter: Weijie Yang, Beijing University of Posts and Telecommunications
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.
Authors:Weijie Yang, Beijing University of Posts and Telecommunications / Chunyu Zhang, Beijing University of Posts and Telecommunications / Danshi Wang, Beijing University of Posts and Telecommunications / Zhu Hong, The Intelligent Network Innovation Center of Chinaunicom / Xinxing Xu, The Intelligent Network Innovation Center of Chinaunicom / Degang Shi, China United Network Communications Group Co., Ltd. / Min Zhang, Beijing University of Posts and Telecommunications