Ubuntu netbook or light would probably work best.
I'm running Calibre 0.7.9 (started about 0.6) under regular ubuntu 64 bit with no problems, using the command line install from Calibre's site (straight copy and paste into a terminal) to keep current, but if you don't mind being a bit out of date you can also get it from Ubuntu's repositories.
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