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Dynamic QoS-based Task Scheduling with Packing and Partial Cloning in Optical Grid

机译:基于动态QoS的打包和部分克隆的任务调度

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Nowadays scheduling jobs on parallel computers or grid components in grid environment has becoming more and more important. Detailed knowledge of the individual user preference is a necessary factor to be taken into account for developing appropriate scheduling strategies. Other than minimizing makespan, workload and the balancing of resource utilization is also an important aspect for scheduling. In the premise of satisfying the preference of individual user, previous approaches mainly focused on minimizing makespan, however workload balancing is rarely optimized. Therefore some of resources may leave underused while other resources are overused. In this paper, a new dynamic scheduling scheme is proposed, using the packing and partial cloning, and the expected QoS can be obtained. This scheme has been further evaluated by simulations and shown to yield good results compared with the former studies.
机译:如今,在网格环境中的并行计算机或网格组件上调度作业变得越来越重要。个人用户偏好的详细知识是制定适当的调度策略时必须考虑的必要因素。除了最小化制造时间之外,工作量和资源利用率的平衡也是调度的重要方面。在满足单个用户的偏好的前提下,先前的方法主要集中在最小化制造时间上,但是工作负载平衡很少被优化。因此,某些资源可能会被利用不足,而其他资源则会被过度利用。提出了一种使用打包和部分克隆的新动态调度方案,可以获得预期的QoS。通过模拟进一步评估了该方案,与以前的研究相比,该方案显示出良好的结果。

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