In October 1942, Rudenko assumed command over the 16th Air Army. Under his leadership, the Army participated in the battles of Stalingrad, Kursk, Belorussia, Poland, Pomerania and Berlin - as part of the air component in the Stalingrad, Don, Central and Belorussian (later, 1st Belorussian) Fronts.