Mac OS X,  Mac OS X Server

Mac OS X Server: Spotlight

When client systems need to search the server quickly you can enable Spotlight on the Share Points.  To enable this, open Server Admin -> File Sharing -> Share Points -> Click the Share Point in question -> Click Share Point -> Check the box for Enable Spotlight -> Click Save.

Then have a nice long steak dinner.