I've deactivated the plugin the resulted in my website being down. It's a multisite WordPress sub domain setup. Please let me know if you ever run into this issue. Any help would be appreciated.
I've verified that the server is up and running, I've another site with WordPress standalone installation which is yet to be migrated to multisite network. This site works fine.