If the previous downtime was caused by a server change then your PC is merely looking for the old DNS. This is a common problem with website server moves.
On a windows PC, simply open command prompt and do a cache flush. I think it's under /ipconfig.
I dont remember the full details off by heart but it's really easy. Just Google it.