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The simplest way I got stick to for years is ansible, here you find the necessary scripts to deploy various services, and taking the Scala side shouldn't take you more than a couple of days, after that, you shouldn't worry about the issue anymore.
Heroku's free, the next level up is $7 a month, I use it for things like https://terse-logback-showcase.herokuapp.com/ where I just want to demo things. It even has a button you can push to deploy things. https://github.com/tersesystems/terse-logback-showcase#heroku
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a more popular project.