Available Anomaly Detection analyzers

GosiaMurawska — Wed, 31 Jul 2024 06:00:02 GMT

What Anomaly Detection analyzers are currently available, and which should I choose?

Re: Available Anomaly Detection analyzers

DavidBruendl — Wed, 31 Jul 2024 06:01:17 GMT

The Anomaly Detection app specializes in detecting and alerting anomalies based on multiple anomaly detectors: fixed threshold, auto-adaptive, or seasonal models.

Static threshold anomaly detection – static threshold represents a hard limit a metric shouldn’t violate.
Auto-adaptive threshold anomaly detection – represents a dynamic approach where the reference value for detecting anomalies changes over time.
Seasonal Baseline anomaly detection – represents a dynamic approach where the systems have distinct seasonality patterns.

At the beginning of the observability clinic, I describe these three anomaly detection analyzers and their advantages.

topic Available Anomaly Detection analyzers in Alerting

Available Anomaly Detection analyzers

Re: Available Anomaly Detection analyzers