Starting with Docker 1.12, we have added features to the core Docker Engine to make multi-host and multi-container orchestration easy.

We’ve added new API objects, like Service and Node, that will let you use the Docker API to deploy and manage apps on a group of Docker Engines called a swarm. With Docker 1.12, the best way to orchestrate Docker is Docker!