Load balancing Based Active Monitoring Load Balancer In Cloud Computing

Maha Zedan, G. Attiya, N. El-Fishawy
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引用次数: 5

Abstract

Load balancing is one of the main issues related to task scheduling in cloud environment. Load balancing aims at avoiding the situation whenever some virtual machines are overloaded and others are under loaded, or idle. It may cause Service Level Agreement (SLA) violation and further may lead to the reduction of customer satisfaction level. In this study, we propose Improved Active Monitoring Load Balancer with Hill Climbing Algorithm (IAMLBHC) to improve the performance metrics such as response time and processing cost. The proposed approach is simulated and implemented in CloudAnalyst simulator. The performance of the proposed approach is compared with the most recent existing load balancing algorithms via the simulation. The experimental results show that the proposed approach IAMLBHC gives better performance in terms of response time, and processing cost compared with the existing similar algorithms.
云计算中基于主动监控的负载均衡
负载平衡是云环境中任务调度的主要问题之一。负载平衡旨在避免一些虚拟机过载而另一些虚拟机负载不足或空闲的情况。这可能会导致违反服务水平协议(SLA),进而导致客户满意度水平降低。在本研究中,我们提出了基于爬坡算法的改进主动监控负载均衡器(IAMLBHC),以改善响应时间和处理成本等性能指标。所提出的方法在CloudAnalyst模拟器中进行了仿真和实现。通过仿真,将所提方法的性能与现有的负载均衡算法进行了比较。实验结果表明,与现有的同类算法相比,所提出的IAMLBHC方法在响应时间和处理成本方面具有更好的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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