SQLite is a solid solution, can't believe I didn't think of it. Thanks!
I've been wondering if it's a terrible idea to run a SQLite database on an efs (the amazon hosted nfs solution) volume. I think it would work but I'm not sure.
Quick google-fu suggests that yes, that is a terrible idea.