MLflow on AWS ECS

This repository provides infrastructure as code (IaC) to deploy MLflow on Amazon ECS (Elastic Container Service) using Terraform. It sets up a scalable and containerized MLflow environment with persistent storage and AWS integrations.

Features

• MLflow deployment on AWS ECS with auto-scaling.
• Amazon EFS for persistent storage of MLflow artifacts.
• Terraform for infrastructure management.
• AWS ECR for storing Docker images.
• Integrated with CloudWatch for monitoring.

Prerequisites

• AWS account with appropriate permissions.
• Terraform installed.
• AWS CLI configured.

Setup

1. Clone the repository:

   git clone https://github.com/wassimrkik/mlflow-ecs.git
   cd mlflow-ecs
   terraform init
   terraform apply