@Ipstenu sorry for the late reply: No, site isn't hosted on Earthlink.
The issue in my case is caused by the child theme's functions.php file. If I delete it from the child theme folder everything is working fine.
Strange thing is that even a empty functions.php file is causing pages to turn blank.
I used this child theme on another server, in a normal (non MU) setup without any issues.