Robbie Williams and Jennifer Hudson also performed, with Kylie Jenner and Timothee Chalamet among the celebrities in the crowds.
Abandoned as a baby and brought up by nuns in Baghdad, Kelly will be preforming alongside global megastars.
FIFA expects 'a couple of billion' to tune in to the 11-minute performance, the first at a World Cup.