Docker Swarm is Docker’s own orchestration system. It allows running and managing Docker containers as services. eHive can be packaged as docker image (see on the Docker hub). It also has a Meadow plugin to leverage the Docker Swarm API and use it like any job scheduler.
Here is some documentation about setting this up.