The restaurant in the opener is the Official All Star Café, a now defunct sports-themed restaurant chain owned by the also now-defunct Planet Hollywood. The first location was in Times Square.
The title is a parody of the song "That's Life" written by Dean Kay and Kelly Gordon for Frank Sinatra.