Semi-supervised Range-based Anomaly Detection for Cloud Systems

The inherent characteristics of cloud systems often lead to anomalies, which pose challenges for high availability, reliability, and high performance. Detecting anomalies in cloud key performance indicators (KPI) is a critical step towards building a secure and trustworthy system with early mitigati...

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Veröffentlicht in:	IEEE eTransactions on network and service management 2023-06, Vol.20 (2), p.1-1
Hauptverfasser:	Deka, Pratyush Kr, Verma, Yash, Bhutto, Adil Bin, Elmroth, Erik, Bhuyan, Monowar
Format:	Artikel
Sprache:	eng
Schlagworte:	Anomalies Anomaly detection Cloud reliability Coders Density Dynamic density Effectiveness Encoders-Decoders LSTM encoder-decoder Range-based evaluation metrics Reconstruction Security Time series Time series reconstruction
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