Load Balancing Based on Group Analytic Hierarchy Process

Jiandong Zhang, Xuan Ma, Jin Yang, Zhonghua Li
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引用次数: 3

Abstract

When determining the weights of the factor influencing the cluster system load balancing, judgments are inevitably somehow subjective, which will affect the results of decision making. Reducing the influence on weights from subjective factors as much as possible is very important for load balancing. This paper introduces the group decision theory based on analytic hierarchy process (AHP) and constructs load balancing model based on the group AHP. The dynamic weights of each expert can be obtained by analyzing the similarity of judgment matrixes experts offer, and then we can get the objective and representative polymerization decisive opinions which enhance the reliability of the decision-making results. The experiments in the paper prove the validity of the method which is simple and easy to implement.
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基于群层次分析法的负载均衡
在确定影响集群系统负载均衡的因素的权重时,不可避免地会有一些主观的判断,从而影响决策的结果。尽可能减少主观因素对权重的影响对于负载平衡非常重要。介绍了基于层次分析法(AHP)的群体决策理论,构建了基于群体层次分析法的负载均衡模型。通过分析专家给出的判断矩阵的相似度,得到各专家的动态权值,从而得到客观、有代表性的聚合决策意见,提高决策结果的可靠性。本文的实验证明了该方法的有效性,且方法简单,易于实现。
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