As mentioned already, Qatar Bowling Center is really the only place to go.

There is another at CitiCenter, but its trashed. The house balls are pitted and full of gouges all over them. The place is always packed with teenagers littering all over the place and the staff doesnt ever seem motivated to clean it up.