Embodiments of an apparatus to reduce memory power consumption are presented. In one embodiment, the apparatus comprises a cache memory, a memory, and a control unit. In one embodiment, the memory includes a plurality of memory ranks. The control unit is operable to select one or more memory ranks among the plurality of memory ranks to be idle-prioritized memory ranks such that access frequency to the idle-prioritized memory ranks is reduced.