Unsupervised Anomaly Detection via Variational Auto-Encoder for Seasonal KPIs in Web Applications
WWW '18: The Web Conference 2018 Lyon France April, 2018, pp. 187-196, 2018.
To ensure undisrupted business, large Internet companies need to closely monitor various KPIs (e.g., Page Views, number of online users, and number of orders) of its Web applications, to accurately detect anomalies and trigger timely troubleshooting/mitigation. However, anomaly detection for these seasonal KPIs with various patterns and d...More