search

AICoE / prometheus-anomaly-detector

A newer more updated version of the prometheus anomaly detector (https://github.com/AICoE/prometheus-anomaly-detector-legacy)
GNU General Public License v3.0
597 stars 151 forks source link

Store trained models on disk? #107

Closed DirkFries closed 4 years ago

DirkFries commented 4 years ago

Hi @all,

as far as I know trained models are not stored on disk after if the software is shut down. So after a restart all models have to be trained again. Depending on timerange und number of metrics this can take hours.

Maybe it would be a nice additional feature to add the possibility if saving trained models.

Bye, Dirk

4n4nd commented 4 years ago

it doesn't really make sense for a model like prophet as once the model has been trained, it cannot be retrained. So you essentially have to train it again from scratch.

DirkFries commented 4 years ago

Ok, I think you are right :-) Thanks a lot!