After moving over my test blog to the new server, I noticed that the Admin Dashboard (with tons of unnecessary feeds) wasn't displaying. It shows just a blank page.
I faced a hair-tearing problem. mod_rewrite was loaded and yet it was not working in .htaccess files (and httpd.conf initially). Here is the solution along with how you can debug mod_rewrite problems.