http://www.businessinsider.com/best-selling-music-artists-of-all-time-2016-9/#1-the-beatles-178-million-units-50
Some of my surprises to see on the list would be:
Foreigner
Chicago
Phil Collins (Not sure if Genesis is included in his number)
Santana (Possibly driven by "Smooth" w/ Rob Thomas?)...