基于Routh-Hurwitz准则的集群计算负载均衡

Aquiles Barreto, Yudith Cardinale
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引用次数: 0

摘要

在集群计算中,动态负载均衡是指在任何时刻将需要分配的工作负载均匀地划分到各个节点上,以避免负载不均衡。如果节点可以迁移其部分工作,则可以解决负载不平衡问题。使用稳定性标准来分析集群中的稳定性是决定迁移任务的一种方法。应用于方程特征的劳斯-赫维茨判据可以知道系统是否稳定。这项工作的目的是建立一个基于线性微分方程的数学模型,表示集群计算上任务的负载、执行和迁移。有了这个模型,就有可能确定集群的稳定性。如果节点上的工作负载趋于平衡,则新的迁移任务不需要检查待执行节点的稳定性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Load balancing on a cluster computing based in the Routh-Hurwitz criterion
Dynamic load balancing on a cluster computing consists on evenly dividing at any moment of time the workload to be distributed among the nodes, in order to avoid load unbalance. Load unbalance can be resolved if nodes can migrate some of their work. Using a stability criterion to allow the analysis of stability in the cluster is a way to decide the migration tasks. The Routh-Hurwitz criterion applied to the equation feature allows knowing whether a system is stable or not. The aim of this work is to develop a mathematical model based on linear differential equations representing the load, execution, and migration of task on a cluster computing. With the model, it is possible to determine the stability of the cluster. If the workload on the nodes tends to their equilibrium, new migration tasks do not need to check the stability of the nodes to be executed.
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