一种增强云计算中负载均衡算法动态选择的新方法

Satvik Khara, Umang Thakkar
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引用次数: 0

摘要

云计算是最新的先进创新,它为用户提供各种服务。它通常基于“按使用付费”的方法,该方法提供了一个巨大的基础设施即服务(IaaS)、平台即服务(PaaS)和软件即服务(SaaS)模型,这些模型共同构成了云。然而,它也有一些问题需要解决。在众多问题中,负载平衡是云计算的主要问题。负载平衡是一种将负载分配到不同可用资源并与虚拟机进行均衡以实现效率和提高吞吐量的技术。本文首先介绍了负载均衡的理论研究,然后介绍了用于负载均衡的不同类型的负载均衡算法。进一步对算法进行了论证和比较,给出了合并算法的思路,并可以根据某些参数和情况动态选择更有利于提高效率和提高吞吐量的算法。实验结果清楚地表明,在不同情况下使用不同算法的混合方法可以达到我们的目标并获得更好的结果。
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A novel approach for enhancing selection of Load Balancing algorithms dynamically in cloud computing
Cloud computing is most recent advanced rising innovation that provides every kind of service to its users. It is generally based on “pay per usage” methodology that provides an immense Infrastructure as a Service (IaaS), Platform as a Service (PaaS) and Software as a Service (SaaS) model that altogether form a cloud. However it also has some issues that is to be resolved. Among many issues, Load balancing is major issue for cloud computing. Load Balancing is the technique to divide the load among different available resources and equalize with virtual machines to achieve efficiency and increases throughput. This paper first of all shows the theoretical study of load balancing and then shows different types of load balancing algorithms used to balance load. Further it also demonstrates and compares algorithms that gives an idea to merge them and have a choice to select dynamically based on some parameters and situation in which they are better for enhancing efficiency and increasing throughput. Experimental results clearly shows that hybrid approach of using different algorithms in different situations can lead to achieve our goal and better results.
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