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Comment by ksajadi
This is a great article and breaks down the components needed to run Docker in production on your own servers. We have been doing that in Cloud 66 - http://www.cloud66.com/ (on 8 cloud providers including AWS) for a while and it's been a great experience: http://blog.cloud66.com/docker-in-production-from-a-to-z/