Assuming your using Sparks Standalone Cluster manager it has by default FIFO >From the docs - /By default, applications submitted to the standalone mode cluster will run in FIFO (first-in-first-out) order, and each application will try to use all available nodes./ Link - http://spark.apache.org/docs/latest/job-scheduling.html#scheduling-across-applications
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