You are going to have to provide more information than this. Do you have Server Monitor running? Can you tell which thread/page is the one timing out, and whether it's a "big" process or what? How do you know it's not a database issue? Have you Googled it and searched the other threads on this forum? There are some other posts here dealing with 503. It could be anything so more info is needed.
