🔔 Timeseries Anomaly detection

Why

To have Alerts we need to automatically and continuously analyze measured data of IoT sensors. Based on such timeseries data, we need to alert user in case of anomalies.

Related work

See Analytics with grafana and Setup influx DB under telemetry-api

AC

• Integrate Prophet model https://facebook.github.io/prophet/docs/quick_start.html#python-api
• Store detected anomalies
• Show them to the user