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Define big data? Have you tried https://github.com/kahing/goofys/ ?

Disclaimer: I am the author

Yes. 1PB. Although I don't remember the specifics about reliability; something about having to remount the entire fs if it wasn't 100% there.

What do you mean by not 100% there?