A data storage device includes a first multi-chip set which includes a first volatile memory, a first non-volatile memory, and a first core configured to control the first volatile memory and the first non-volatile memory, a second multi-chip set which includes a second volatile memory, a second non-volatile memory, and a second core configured to control the second volatile memory and the second non-volatile memory. A controller is connected to the first multi-chip set and the second multi-chip set and configured to swap a first logical address of a first storage region of the first non-volatile memory with a second logical address of a second storage region of the second non-volatile memory.