PunyWoodpecker71 ,
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?This is really a matter pf preference. You have an AMI, docker-compose and helm chart deployments available for ClearML, and while the first two are basically the same (the AMI is just preinstalled, and the installation itself is not very complicated), the helm chart (k8s) is obviously much more scalable - however it does require k8s knowledge and proficiency. I personally would start from AMI/docker-compose and move to helm chart/k8s over time (moving the actual data is fairly easy in the long run).