Just in case you're not aware of it, you can do that with calibre and Dropbox (or other file sharing services, except Google's which altered calibre's file structure the last I knew). I believe there are also other ways to do the same thing.
The ebook's file format could be anything calibre recognizes. It's not just limited to EPUB or PDF.
I can't recommend a search term for this one though.
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