Siren ML

The main Siren ML documentation is available here: Siren ML User Guide

Siren ML uses deep learning-powered AI, which can operate on data in Elasticsearch or in any other Federate-supported backend, to provide:

  • Predictive analytics and alerting – real-time forecasting of operational data streams and alerting on expected future crossing of thresholds.

  • Time series anomaly detection – learning from data to recognize anomalous behavior

Siren ML is delivered via Docker component.