In the short and medium-terms, it would have to be rats which take over the world.
Really? wouldn't you're average moggy feast on any rat that showed it's face?
But then would the dogs kill the cats, or would all the dogs be locked up and starve?
No. Dogs are too stupid to look after themselves!