To quickly access files, depending on what you are doing, an mmap can be very handy. I just wrote about this in the Effective Perl blog as Memory-map files instead of slurping them.
However, I expect that a database server would be much faster. It's difficult to say what would be faster for you when we have no idea what you are doing, what sort of data you need to access, and so on.
