A Flexible Grid Task Scheduling Algorithm Based on QoS Similarity

Kunfang Song, Shufen Ruan, Minghua Jiang
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引用次数: 7

Abstract

s In grid computing, the goals of task scheduling is to achieve high system optimization performance while matching multi-dimension Quiality of Service(QoS) requirement of applications. Considering of the autonomous, heterogeneous and distributed feature of the grid system, in this paper, we propose a flexible task scheduling algorithm for grid computing after researching on the existing QoS Guide Min-min scheduling algorithm intensively, which is called distance-weighted measurement methodology (DWMM). We evaluate our algorithm within a simulated Gridsim environment. Experimental results once again proved that this flexible algorithm improve the system performance and load balancing.
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基于QoS相似度的灵活网格任务调度算法
在网格计算中,任务调度的目标是在满足应用的多维服务质量(QoS)需求的同时,获得较高的系统优化性能。考虑到网格系统的自治、异构和分布式特点,本文在深入研究现有QoS Guide Min-min调度算法的基础上,提出了一种适用于网格计算的灵活任务调度算法——距离加权测量方法(DWMM)。我们在模拟Gridsim环境中评估我们的算法。实验结果再次证明,这种灵活的算法提高了系统性能和负载均衡。
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