Beyond Sharing: Conflict-Aware Multivariate Time Series Anomaly Detection

Massive key performance indicators (KPIs) are monitored as multivariate time series data (MTS) to ensure the reliability of the software applications and service system. Accurately detecting the abnormality of MTS is very critical for subsequent fault elimination. The scarcity of anomalies and manua...

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Veröffentlicht in:	arXiv.org 2023-08
Hauptverfasser:	Si, Haotian, Pei, Changhua, Li, Zhihan, Zhao, Yadong, Li, Jingjing, Zhang, Haiming, Diao, Zulong, Li, Jianhui, Xie, Gaogang, Pei, Dan
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Anomalies Applications programs Datasets Misalignment Multivariate analysis Software reliability Time series
Online-Zugang:	Volltext
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