Fastest way for searching the file

I want to search a file in fastest manner.
Presently I am using 'find' command. But it is taking around 15min for searching. Is there any other method through which I can do it fast?

if you know where the file roughly is, you can specify the directory to find, instead of using /.

Actually I want to do search from root / and find out the all path for that file.

use locate or slocate, if present on your distro - this utility maintains an internal DB, does file indexing, thus search is much more faster.