Machine Learning and Anomaly Detection

Netdata provides advanced Machine Learning features to help you identify and troubleshoot anomalies and unexpected behavior in your infrastructure before they become critical issues:

• K-means clustering Machine Learning models are trained to power the Anomaly Advisor on the dashboard, which allows you to identify Anomalies in your infrastructure.
• Metric Correlations are possible through the dashboard using the Two-sample Kolmogorov Smirnov statistical test and Volume heuristic measures.
• The Netdata Assistant is able to answer your prompts when it comes to troubleshooting Alerts and Anomalies.