负载均衡算法的稳定性分析

B. Joshi, S. Hosseini, K. Vairavan
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引用次数: 3

摘要

负载平衡是通过在处理器之间重新分配负载来提高系统性能的过程。本文给出了一种基于图着色的负载均衡算法的稳定性分析。在该算法中,处理器利用局部知识实现负载均衡。与基于阈值的算法的效率取决于所选择的阈值水平不同,基于图着色的负载平衡算法不使用任何这样的全局参数。此外,它使用边缘着色概念对处理器进行配对。这避免了在文献中提出的许多负载平衡算法中遇到的选择/拒绝操作。此外,没有中央控制器,算法很容易适应系统配置的变化。
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Stability analysis of a load balancing algorithm
Load balancing is the process of improving the performance of a system through a redistribution of loads among the processors. In this paper the authors present the stability analysis of a load balancing algorithm based on graph coloring. In this algorithm the processors use local knowledge for the purpose of load balancing. Unlike threshold based algorithms whose efficiency depends on the threshold level selected, the graph coloring based load balancing algorithm does not use any such global parameter. Furthermore, it uses the edge coloring concept to pair the processors. This avoids the selection/rejection operations encountered in many load balancing algorithms proposed in the literature. Also, there is no central controller and the algorithm is easily adaptable to changes in the system configurations.
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