this is a really open ended question that depends a lot on the context of your situation. One way is to use AWS ASGs and autoscale based on CloudWatch metrics for GPU usage. Another possibility is with a container orchestrator like K8s/EKS, which can be set up to autoscale as well, assuming your workloads are already containerized.