Hi PunyWoodpecker71 ,
Regarding your questions:
We have an existing EKS cluster. So I'm wondering if I should deploy ClearML on the EKS cluster, or deploy on EC2 using AMI. Is there an advantage of one over the other?I think it's a matter of personal preference. Maybe SuccessfulKoala55 , can add some information.
We have a pipeline that need to run once a month to train a model. Is there an scheduler option we can config to enqueue the pipeline once a month? (It look like the Pro plan has task scheduling and pipeline trigger. If I run self-hosted version, is there someway to config this?)In the examples folder of clearml
repository you have an example for a scheduler
https://github.com/allegroai/clearml/tree/master/examples/scheduler
I see ClearML now have AWS Autoscaler, but it's only available for the Pro plan? So if I self-host clearml server, it won't work?In the PRO plan the Autoscaler has a UI. In the open source you also have an example on that:
https://github.com/allegroai/clearml/tree/master/examples/services/aws-autoscaler