Anomaly detection using Kapacitor

Hi, I have gone through the documentation of Kapacitor which says its supports “Anomaly Detection”, however I not sure on how to do that and what things we can do. Can you guys suggest some example. Regarding my project, I am using Kapacitor to basically trigger some alerts, if data is not coming or if value is below or above a threshold limit. In what ways, I can implement some Anomaly Detection here?


Hello @Pratik_Das_Baghel,
You can use Kapacitor to define some thresholds or quantiles. Alternatively you can define custom UDFs.

I can recommend the following resources:

You might also want to try using Flux instead of Kapacitor if you’re using 2.x.

However the blog above also shows some kapacitor scripts.