Eastwood came on for Robson-Kanu after goals from Darron Gibson and Damien Duff had put the Republic two goals up.
A crowd of 19,783 saw Keith Fahey curl an 82nd minute free kick into the net to give Ireland, who left City keeper Keiren Westwood on the bench, the win.