Scheduling cool air jobs in a data center comprising computers whose operations produce heat and require cooling, cooling resources that provide cooling for the data center, a workload controller that schedules and allocates data processing jobs among the computers, a cooling controller that schedules and allocates cooling jobs among cooling resources, including assigning data processing jobs for execution by computers in the data center; providing, to the cooling controller, information describing data processing jobs scheduled for allocation among the computers in the data center; specifying, by the cooling controller in dependence upon the physical location of the computer to which each job is allocated and the quantity of data processing represented by each job, cooling jobs to be executed by cooling resources; and assigning, by the cooling controller in accordance with the workload allocation schedule to cooling resources in the data center, cooling jobs for execution.