Abstract: Examples relate to managing data processing resources. In one example, a computing device may: determine, for each of a plurality of data processing jobs, that the job is independent or dependent; allocate data processing resources to an independent job processing pool or a dependent job processing pool based on an initial resource share value indicating how resources are to be allocated between job processing pools; determine a first policy for scheduling data to be processed by processing resources allocated to the independent job processing pool; determine a second policy for scheduling data to be processed by processing resources allocated to the dependent job processing pool; determine an initial parallelism value that specifies a number of concurrently processing jobs; and provide a processing device with instructions to process batches of data using the allocation of data processing resources, the first policy, the second policy, and the initial parallelism value.

Abstract: Examples relate to managing data processing resources. In one example, a computing device may: determine, for each of a plurality of data processing jobs, that the job is independent or dependent; allocate data processing resources to an independent job processing pool or a dependent job processing pool based on an initial resource share value indicating how resources are to be allocated between job processing pools; determine a first policy for scheduling data to be processed by processing resources allocated to the independent job processing pool; determine a second policy for scheduling data to be processed by processing resources allocated to the dependent job processing pool; determine an initial parallelism value that specifies a number of concurrently processing jobs; and provide a processing device with instructions to process batches of data using the allocation of data processing resources, the first policy, the second policy, and the initial parallelism value.