topic Re: What have you used David Anomoly Detector for? in Alerting

What have you used David Anomoly Detector for?

badgerfifteen — Wed, 09 Oct 2024 10:58:38 GMT

Curious on some real-world use cases for this?

Re: What have you used David Anomoly Detector for?

dannemca — Thu, 10 Oct 2024 20:15:48 GMT

I am mostly using to migrate the current metric events that uses metric selectors to clean up our env limits.

And some others to alert directly from DQL where log events are not possible due to complex queries.

Re: What have you used David Anomoly Detector for?

Peter_Youssef — Fri, 11 Oct 2024 09:09:05 GMT

Hi @badgerfifteen

For the anomaly detection :

It provides you the historical, current entities behavior patterns.
Enables setting the alerting based on static / auto thresholds.
Customize the alerting thresholds for the attached monitored entities.
Detection of frequent issues impacting the monitored entities.

BR,

Peter.

Re: What have you used David Anomoly Detector for?

AntonioSousa — Fri, 11 Oct 2024 17:59:56 GMT

@badgerfifteen,

I suppose you are asking about "Davis Anomaly Detection". For this, some interesting examples are given in this Observability Clinic:
https://www.youtube.com/watch?v=WDZUus-VxCE

For me, the seasonal & security use-cases are the ones that I have experimented most.