一种改进的云计算负载均衡算法的性能分析

Abdulrahman Abdulkarim, I. Muhammed, Lele Mohammed, Abbas Babayaro
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引用次数: 2

摘要

云计算是通过网络交付的计算资源集群,通过虚拟化技术整合和分配适合各种不同软件应用程序的资源来实现。因此,需要在云中进行有效的任务调度,以提高云的性能。本文通过仿真实现了一个改进虚拟机负载均衡算法的模型。采用平均突发时间作为轮循负载均衡算法的时间量子,实现更有效的时间共享。仿真结果以及执行的性能评估表明,与其他算法相比,使用改进模型实现的响应时间和数据中心处理时间略短。通过实现更好的总体吞吐量,这显示了更有效的负载平衡。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Performance Analysis of an Improved Load Balancing Algorithm in Cloud Computing
Cloud computing consists of a cluster of computing resources that are delivered over a network, which is accomplished by utilizing virtualization technologies to consolidate and allocate resources suitable for various different software applications. Therefore, an efficient task scheduling in the cloud would be required to improve the performance of the cloud. In this paper, implementation of a model that seeks to improve load balancing algorithm for virtual machine load balancing was performed using simulations. A method by which average burst time was used as the time quantum for the round robin load balancing algorithm to achieve more effective time sharing. Results obtained from the simulations along with performance evaluation carried out shows response time and data center processing time achieved using the improved model is slightly minimal compared to the other algorithms. This shows more effective load balancing by achieving a better overall throughput.
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