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A Dynamic Load Balancing Algorithm Based on Consistent Hash

机译:基于一致性哈希的动态负载均衡算法

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In order to optimize the load balancing ability of Web cluster, a load balancing algorithm––DCH based on consistency hash is proposed in this paper. First, we define the quantitative values of all the performance indicators of each server in the cluster, and calculate the initial virtual node set according to the quantization value, and optimize the uneven load distribution caused by the server performance differences. Then, the load definition is refined, and the collection of virtual nodes is calculated dynamically based on the measured server performance value and load value, so that the cluster load is more balanced. Experiments show that the algorithm can effectively reduce the average response time of the cluster system, improve the system throughput, and enhance the performance of the cluster system as a whole.
机译:为了优化Web集群的负载均衡能力,提出了一种基于一致性哈希的负载均衡算法–DCH。首先,我们定义集群中每台服务器的所有性能指标的定量值,并根据该量化值计算初始虚拟节点集,并优化由服务器性能差异导致的不均匀负载分配。然后,优化负载定义,并根据测得的服务器性能值和负载值动态计算虚拟节点的集合,从而使群集负载更加平衡。实验表明,该算法可以有效减少集群系统的平均响应时间,提高系统吞吐量,提高集群系统整体性能。

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