Aspects of the present disclosure are directed toward collecting resource utilization data for a set of system components of a computing system. The resource utilization data may include performance records for a set of jobs. By analyzing the collected resource utilization data for the set of system components, a resource allocation may be identified for a particular job of the set of jobs. Aspects are also directed toward determining, based on the resource allocation for the particular job and the resource utilization data for the set of system components, a first execution time for the particular job. The first execution time may be a time when the computer system achieves a resource availability threshold with respect to the resource allocation. Aspects are also directed toward performing the particular job at the first execution time.