The TRACKTICS Pipeline is a framework that allows to orchestrate parallel DAG (Direct Acyclic Graphs) batch processing jobs. It is based on Docker for artifact deployment, ECS (Amazon EC2 Container Service) for container orchestration and resource discovery, Luigi (by Spotify) for workflow and dependency management, SQS (Amazon Simple Queuing System) as a job queue, a custom service for auto scaling, S3 and Postgres (Amazon RDS) to store results and Kinesis for logging.