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Job Scheduling with Economic Parameters and Failure Handling Methods in a Grid Computing Environment

机译:网格计算环境中具有经济参数的作业调度和故障处理方法

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In this study, it is proposed to enhance the grid job scheduling algorithm by including economic parameters-deadline and budget that schedule the job to a suitable resource which is capable of satisfying not only computational requirements but also economic constraints of a job. As grid environment is heterogeneous in nature, there may be wide range of failures that might affect job execution. In order to handle failures and to avoid rescheduling of jobs after the detection of failure, pro-active failure handling methods are included in the enhanced scheduling algorithm to estimate the availability of resources in the grid and also to preemptively calculate the expected long term capacity of the grid. The performance indicators such as average waiting time and queue completion time are calculated for the proposed job scheduling algorithm and backfill algorithm, comparison exemplifies that the proposed algorithm gives significant results. The proposed scheduling algorithm with failure handling methods outperforms the scheduling algorithm without failure handing in most of the situations. It has increased the job processing rate by 58%, decreased the job failure rate and job rejection rate by 66 and 16%, respectively.
机译:在这项研究中,提出了通过包括经济参数-截止日期和预算来增强网格作业调度算法的方法,该参数将作业调度到合适的资源,该资源不仅能够满足计算需求,而且能够满足作业的经济约束。由于网格环境本质上是异构的,因此可能存在可能影响作业执行的各种故障。为了处理故障并避免在检测到故障后重新调度作业,增强型调度算法中包含了主动式故障处理方法,以估计网格中的资源可用性,并预先计算预期的长期容量。网格。计算了该作业调度算法和回填算法的平均等待时间和队列完成时间等性能指标,比较表明该算法取得了明显的效果。所提出的具有故障处理方法的调度算法在大多数情况下均优于没有故障处理的调度算法。它使工作处理率提高了58%,工作失败率和工作拒绝率分别降低了66%和16%。

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