Deep Learning For Multi-Step Performance Prediction In Operational Optical Networks

2020 CONFERENCE ON LASERS AND ELECTRO-OPTICS (CLEO)(2020)

引用 5|浏览5
暂无评分
摘要
We propose a 1D Convolutional Neural Network to predict the performance of a lightpath using field bit error rate data and we evaluate the model robustness over forecast horizons up to 24 hours. (c) 2020 The Author(s)
更多
查看译文
关键词
multistep performance prediction,operational optical networks,1D convolutional neural network,field bit error rate data,lightpath performance
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