Are you sure the Residence Inn is sold out? I just managed to book a room from 12-16th September 2012 at Residence Inn Atlanta Midtown/17th Street.
Having never been to the USA (let alone Atlanta) before, I'm worried I've booked the wrong hotel or overlooked something.