Effectively detecting operational anomalies in large-scale iot data infrastructures by using a gan-based predictive model

HIGHLIGHTS

  • who: Peng Chen and collaborators from the School of Computer and Software Engineering, Xihua University, Chengdu, China have published the article: Effectively Detecting Operational Anomalies in Large-scale IoT Data Infrastructures by using a GAN-based Predictive Model, in the Journal: (JOURNAL)
  • what: PROPOSED METHOD: HTA-GAN To resolve these difficulties and detect operational anomalies for data infrastructure, the authors propose a novel GAN-based approach HTA-GAN. As shown in Figure 2, on the basis of comparison between GAN-based generative framework and end-to-end one-class classification models, the authors propose HTA . . .

     

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