An Algorithm of Resource Evaluation and Selection Based on Multi-QoS Constraints

Jiantao Zhou, Ming Yan, Xinming Ye, Haiyan Lu
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引用次数: 3

Abstract

While most of the work on resource scheduling in Grid computing has focused on optimal make span of the whole systems, our work addresses this problem from the resource consumer’s point of view by providing multi QoS constraints and related methods. An algorithm of resource evaluation and selection, RESA, is presented, applying multiple attribute decision making (MADM) and hierarchical analysis methods. It has a hierarchical and scalable QoS model. And the optimal result is more objective because of combining prediction and preference information.
基于多qos约束的资源评估与选择算法
虽然网格计算中资源调度的大部分工作都集中在整个系统的最优make span上,但我们的工作通过提供多QoS约束和相关方法,从资源消费者的角度解决了这个问题。利用多属性决策(MADM)和层次分析法,提出了一种资源评价与选择算法RESA。它具有分层和可伸缩的QoS模型。由于预测信息与偏好信息的结合,优化结果更加客观。
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