A system and method to save power in a computer system is disclosed. The system includes a power controller controlling connection of power to each of a plurality of memory components. A processor is coupled to the memory components. The processor operates with varying utilization levels of the memory components. A management controller is coupled to the processor and the power controller. The management controller determines a period of low utilization based on memory utilization data from the processor. The management controller commands the power controller to disable power to some of the plurality of memory components during the period of low utilization.