Traditional Walnut Cake Gukje Market Branch is a bakery in Busan’s Gukje Market that bakes walnut cakes. The cream cheese walnut cakes come in takeout packs of four. Walnut cake is a traditional Korean snack that originated in a particular region of Korea. These baked cakes can be chosen as gifts when passing through Gukje Market.