GAD:topology-aware time series anomaly detection

GAD:topology-aware time series anomaly detection

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To solve the problems of anomaly detection,intelligent operation,root cause analysis of node equipment in the network,a graph-based gated convolutional codec anomaly detection model was proposed for time series data such as link delay,network throughput,and device memory usage.Considering the real-t...

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Bibliographic Details
Main Authors: Qi QI, Runye SHEN, Jingyu WANG
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2020-06-01
Series:Tongxin xuebao
Subjects:
AIOps
anomaly detection
time series
spatio-temporal convolution
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2020113/

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http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2020113/

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