Efficient KPI Anomaly Detection Through Transfer Learning for Large-Scale Web Services

Timely anomaly detection of key performance indicators (KPIs), e.g. , service response time, error rate, is of utmost importance to Web services. Over the years, many unsupervised deep learning-based anomaly detection approaches have been proposed. To achieve good performance, they require a long pe...

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Veröffentlicht in:IEEE journal on selected areas in communications 2022-08, Vol.40 (8), p.2440-2455
Hauptverfasser: Zhang, Shenglin, Zhong, Zhenyu, Li, Dongwen, Fan, Qiliang, Sun, Yongqian, Zhu, Man, Zhang, Yuzhi, Pei, Dan, Sun, Jiyan, Liu, Yinlong, Yang, Hui, Zou, Yongqiang
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Sprache:eng
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