Presentation Information
[ThG1-5]Concurrent Fault Prediction based Multi-View Feature Embedding for Optical Transport Networks
○Weijie Yang1, Chunyu Zhang1, Min Zhang1, Xunjie Jiang2, Yanlin Fan2, Zhongbo Bi2, Jiansheng Xiong2, Danshi Wang1 (1Beijing Univ. of Posts and Telecommunications, 2The Intelligent Network Innovation Center of Chinaunicom)
Keywords:
Optical core/metro network reliability and protection & restoration,Optical core/metro network architecture,design,control,and management,Core/Metro Network and Subsystem,Optical network security management
We propose a concurrent multi-fault prediction method that effectively embeds multi-view fault features for complex OTNs. This method can concurrently predict 23 types of faults with a zero false negative rate in real-world scenarios.