Sayon Sivakumaran

- change hard-coded region names and GPU names - add relevant libraries to requirements file - include IAM roles for Batch within IaC - use a Docker container to establish...

Add an init command to allow hydra to run IaC scripts to provision infrastructure.

Docker container should get DB credentials securely using AWS Secret Manager on build time

Terraform scripts are currently using existing VPCs and subnets; complete configurations in scripts to allow creation of new VPCs and subnets

Docker containers must be created into task definitions that are runnable in ECS service. These tasks must be configured to run using a load balancer including CloudWatch logging and metrics.

MLFlow server should reside in container including necessary dependencies and environment variables

- Include autoscaling policy that allows for containers in ECS cluster to dynamically scale up and scale down based on CPU and memory utilization