Error 503 on wordpress!!!

While navigating through my site 503 error is displayed almost after every 3-4 page load? After reloading the page after several seconds the site is back again. I have contacted my hosting administrators and they say everything is ok from the server side. I have seen other websites running on the same host and they work without any problem!

Has anyone experienced the same problem?