A computing system includes a plurality of computing units, a tiered storage unit including a first storage medium and a second storage medium having a transfer rate lower than that of the first storage medium, and connected to a plurality of the computing units; and a system management unit connected to a plurality of the computing units and the tiered storage unit. The system management unit creates a computation job execution schedule for a plurality of the computing units or obtains the computation job execution schedule from other unit in the computing system, plans a data migration in the tiered storage unit according to the execution schedule using a predetermined method, and instructs the tiered storage unit to migrate a data based on the plan.