Achieving Energy Efficiency by Optimal Resource Utilisation in Cloud Environment

Devwrat More, Sanket Vaibhav Mehta, Pooja Pathak, Lokesh Walase, J. Abraham
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引用次数: 6

Abstract

Emergence of cloud computing has provided an efficient platform for distributed utility computing. But, the huge amount of energy consumed in cloud environment has raised many environmental concerns. To solve the issue of energy consumption in cloud environment, the design of energy efficient mechanism must start to play a major role. The paper addresses this issue by proposing Energy Manager which governs activities in cloud to attain optimal energy utilization. The Energy Manager takes into account resource utilization, CPU frequency, supply voltage and effect of all these on response time. In a novel way, it uses soft scaling as a precursor to Dynamic Voltage and Frequency Scaling (DVFS) to enhance the effectiveness of DVFS in virtualized environment. It implements DVFS, Virtual Machine (VM) migration and consolidation, soft scaling, and power state switching techniques to achieve the objective.
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云环境下通过优化资源利用实现能源效率
云计算的出现为分布式效用计算提供了一个高效的平台。但是,云环境中消耗的大量能源引起了许多环境问题。要解决云环境下的能源消耗问题,节能机制的设计必须开始发挥重要作用。本文通过提出管理云中的活动以达到最佳能源利用的能源管理器来解决这个问题。能源管理器考虑到资源利用率、CPU频率、电源电压以及所有这些对响应时间的影响。采用软标度作为动态电压频率标度(DVFS)的前身,提高了动态电压频率标度在虚拟环境中的有效性。它实现了DVFS、虚拟机(VM)迁移和整合、软扩展和电源状态切换技术来实现这一目标。
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