An Unsupervised Machine Learning-based Method for Detection and Explanation of Anomalies in Cloud Environments

2022 25th Conference on Innovation in Clouds, Internet and Networks (ICIN)(2022)

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摘要
To provide the users with ultra reliability, future 6G networks need to be equipped with fully automated anomaly detection systems. 6G is envisioned to be driven by machine learning capabilities to detect anomalies autonomously while dealing with multi-dimensional data with heterogeneous characteristics. In this paper, we propose our hybrid single-/multiple-threshold anomaly detection method, whic...
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关键词
Anomaly detection,Cloud Computing,Long Short-Term Memory,Auto Encoder,Anomaly Explanation-component,formatting,style,styling,insert
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