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Temperature and energy-aware consolidation algorithms in cloud computing

机译:云计算中的温度和能量感知整合算法

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摘要

Abstract Cloud computing provides access to shared resources through Internet. It provides facilities such as broad access, scalability and cost savings for users. However, cloud data centers consume a significant amount of energy because of inefficient resources allocation. In this paper, a novel virtual machine consolidation technique is presented based on energy and temperature in order to improve QoS (Quality of Service). In this paper, two heuristic and meta-heuristic algorithms are provided called HET-VC (Heuristic Energy and Temperature aware based VM consolidation) and FET-VC (FireFly Energy and Temperature aware based VM Consolidation). Six parameters are investigated for the proposed algorithms: energy efficiency, number of migrations, SLA (Service Level Agreement) violation, ESV, time and space complexities. Using the CloudSim simulator, it is found that energy consumption can be alleviated 42% and 54% in HET-VC and FET-VC, respectively using our proposed methods. The number of VM migrations is reduced by 44% and 52% under HET-VC and FET-VC, respectively. The HET-VC and FET-VC can improve SLA violation by 62% and 64%, respectively. The Energy and SLA Violations (ESV) are improved by 61% under HET-VC and by 76% under FET-VC.
机译:摘要云计算通过互联网提供对共享资源的访问。它提供了广泛的访问,可扩展性和成本节省等设施。然而,由于资源分配低效,云数据中心消耗大量的能量。本文基于能量和温度提出了一种新颖的虚拟机整合技术,以改善QoS(服务质量)。在本文中,提供了两个启发式和元启发式算法,称为HET-VC(启发式能量和基于VM整合)和FET-VC(萤火虫能量和基于VM整理的VM Consolidation)。针对所提出的算法研究了六个参数:能效,迁移数,SLA(服务级别协议)违规,ESV,时间和空间复杂性。使用CloudSim模拟器,发现能量消耗可以分别使用我们所提出的方法在HET-VC和FET-VC中缓解42%和54%。在HET-VC和FET-VC下,VM迁移的数量分别降低了44%和52%。 HET-VC和FET-VC可以分别提高SLA违规,分别为62%和64%。能量和SLA违规(ESV)在HET-VC下提高了61%,并在FET-VC下提高76%。

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