Hello, How can we automate machine learning forcast execution in order to notify customers when some unusual events will occurs in the next days. We have a machine learning job that detect anomalies on our datas. Actualy we use watcher to notify customers about thoses anomalies. As the job and th…

The forecasting itself doesn't have a scheduler, but you can use Watcher itself do accomplish this. You would have an independent Watch (separate from the Watch used for alerting) that did the following: Runs every X (day, week, etc.) executes the forecast API via the HTTP input obtains the uniq…

Automatic alerting on forcast (machine learning)

Elastic Stack Elasticsearch

richcollier (rich collier) January 5, 2021, 10:24pm 2

Hi Landry,

Just so you know - forecasting only forecasts trends in the data, not anomalies (as that would be impossible).

This question has been answered here in the forum before - see:

Topic		Replies	Views
Combining Machine Learning forecasts with Watchers Elasticsearch elastic-stack-machine-learning	3	821	July 17, 2018
Watcher not triggering alerts Elasticsearch elastic-stack-machine-learning	2	506	May 16, 2020
[6.1.1] Machine Learning Job + Watcher: Best config for hourly ingestion data Elasticsearch elastic-stack-machine-learning	9	1913	March 22, 2018
ML watcher configs Elasticsearch elastic-stack-machine-learning	4	610	November 23, 2020
Send an email alert after 3 major/critical anomalies for a given time range Elasticsearch elastic-stack-machine-learning	3	446	August 12, 2019

Automatic alerting on forcast (machine learning)

Related topics