Political map of Russia & the former Soviet Union 05 July 1941 (Operation Barbarossa): In the early hours of June 22, Germany launched its invasion of the Soviet Union (Operation Barbarossa). Within just a few weeks, they were fighting for Smolensk (Battle of Smolensk (1941)), halfway along the road to Moscow.