Contextual and Seasonal LSTMs for Time Series Anomaly Detection

Lingpei Zhang, Qingming Li, Yong Yang +4

Univariate time series (UTS), where each timestamp records a single variable, serve as crucial indicators in web systems and cloud servers. Anomaly detection in UTS plays an essent…