From your remark about deployments, I'm assuming you're not using Distillery or Mix releases? If you use a release, you can deploy a tar.gz with "batteries" included (everything you need to run your app, including the BEAM).
At work we have a dozen of elixir apps running smoothly in Production on plain Debian containers.
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