Improving Robustness on Seasonality-Heavy Multivariate Time Series Anomaly Detection

Farzaneh Khoshnevisan, Zhewen Fan, Vitor R. Carvalho

Robust Anomaly Detection (AD) on time series data is a key component for monitoring many complex modern systems. These systems typically generate high-dimensional time series that…