Just realized that the ISO provided to me by infrastructure folks already has SP1 in it. I am assuming that it does not have June CU and that is why I could not still fix the UPS. Here is the iso i got. SW_DVD5_SharePoint_Server_2010w_SP1_64Bit_English_MLF_X17-76080.iso.
So, Should I ran the Server and Foundation June 2011 CUs?
(I hope the built in SP1 also accommodates Foundation SP1. Can someone please verify?)