Service Analytics

8.Anomaly Detection

Outlier Detection Mechanisms

Two ways to categorize outlier detection methods:
  1. If user-labeled examples of outliers can be obtained:
    • Supervised, semi-supervised methods
  2. If not, we must assume or learn normal data:
    • Statistical, distance-based, and clustering-based methods
    • Unsupervised methods

Diskussion