The process of identifying unusual patterns, behaviors, or outliers in data that deviate from normal baselines. LogScale can detect anomalies through statistical analysis, machine learning algorithms, or rule-based approaches. Anomaly detection is crucial for identifying security threats, performance issues, and operational problems before they impact systems.