Probability Density

Efficient Ops

Jul 26, 2020 · Operations

How LSTM, k‑means, and Probability Density Power Intelligent Anomaly Detection in AIOps

This article explains how WeBank’s intelligent operations team combines LSTM‑based forecasting with Gaussian analysis, k‑means feature clustering, and probability‑density modeling to automatically detect and warn about anomalies in key business metrics, moving beyond traditional threshold‑based monitoring.