Abstract: Computer-implemented methods, systems and computer program products for job scheduling in a computing system are provided. The computing resources of the computing system is allocated to one or more users of the computing system using a predefined policy. The method comprises receiving, by a job scheduler associated with the computing system one or more resource utilization scores of the one or more users, each of the one or more resource utilization scores indicating resource utilization efficiency over time at a job level for the one or more users. The method comprises receiving, by the job scheduler, one or more jobs submitted by the one or more users. The method further comprises scheduling, by the job scheduler, the received one or more jobs based on the predefined policy and further on the received one or more resource utilization scores of the one or more users.

Abstract: Embodiments are for using sequential set index to determine the root cause location of software issues and problem verification of the software issues. Fail data for a software program is received. The fail data corresponds to a plurality of failed test cases for the software program. It is determined that at least one model in a plurality of models includes at least one case that matches the fail data of the software, each of the plurality of models having one or more cases, the at least one case being in the one or more cases. It is determined that a root cause of the at least one model corresponds to the plurality of failed test cases for the software program.