A memory system includes a memory device including a plurality of memory arrays, each of which includes a plurality of memory blocks, and a controller suitable for setting super blocks each including respective memory blocks that belong to two or more memory arrays among the plurality of the memory arrays and performing a garbage collection operation on the super blocks based on a valid page information and a wearing level of each super block.