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An efficient method for allocating resources in a cloud computing environment with a load balancing approach

机译:具有负载平衡方法的云计算环境中分配资源的一种有效方法

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摘要

Cloud computing technology forms a computational ensemble of large computing services andsystems. Recently, it has been the focus of research on resource management, task scheduling,and effective resource sharing among users. Given the computational and resourcemanagementchallenges in cloud computing, an improved method is required to approach the optimalallocation of resources. The current research combines evolutionary algorithms, fuzzy logic andtask scheduling techniques to improve computational cloud resource allocation with the aim ofmaintaining load balance in cloud providers. Simulation of the proposed model reveals that theresponse time, task execution time, and energy consumption of the proposed method are betterthan for those of other methods.
机译:云计算技术形成大型计算服务的计算集合系统。最近,它一直是资源管理,任务调度的研究,和用户之间的有效资源共享。鉴于计算和重新管理员云计算中的挑战,需要一种改进的方法来接近最佳方法资源分配。目前的研究结合了进化算法,模糊逻辑和提高计算云资源分配的任务调度技术维护云提供商中的负载平衡。拟议模型的仿真揭示了响应时间,任务执行时间和所提出的方法的能量消耗更好而不是其他方法。

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