Failure Data Augmentation for Optical Network Equipment Using Time-series Generative Adversarial Networks.

Cheng Xing,Chunyu Zhang,Bing Ye,Danshi Wang, Yinqiu Jia,Jin Li,Min Zhang

OFC（2023）

引用 0|浏览8

暂无评分

摘要

We propose a failure data augmentation scheme based on time -series generation adversarial networks with real equipment perfounance data of optical networks and verify that the augmented failure sample data is similar to real failure data. (c) 2022 The Author(s)

查看译文

关键词

augmented failure sample data,equipment performance data,failure data augmentation scheme,optical network equipment,optical networks,time-series generation adversarial networks,time-series generative adversarial networks

AI 理解论文

溯源树

样例

生成溯源树，研究论文发展脉络

Chat Paper

正在生成论文摘要