SMKC: Sketch Based Kernel Correlation Images for Variable Cardinality Time Series Anomaly Detection

Haokun Zhou

Conventional anomaly detection in multivariate time series relies on the assumption that the set of observed variables remains static. In operational environments, however, monitor…