Single board computer -- Advantages / Disadvantages

Who uses a single board computer for NEM ? Which is most suitable ? Linux, Mac, Win, Android…etc…?

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Something with at least a couple of gigs of RAM. The JVM really sucks it up. I’m struggling to keep my Pi 3 up for more than a few weeks at a time.