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Really, tarring up Docker, moving the tarfiles, and then untarring the files is what took the bulk of the time for the move.
If you want to run your first Docker Windows Server container, you need to first install the required roles and features, and then pull the container.
But there are tools like docker-compose to automate this workflow, which are very powerful when running multiple containers/services.