Cherry Pineapple Dump Cake is a simple and delicious dessert where cherry pie filling and crushed pineapple are layered in a baking dish, topped with dry cake mix, and baked until golden and bubbly. It's called a "dump cake" because you literally dump the ingredients into the dish.