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Energy Consumption Optimization of Container-Oriented Cloud Computing Center

机译:集装箱导向云计算中心的能耗优化

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[Objective] A container-based cloud computing center suffers from higher energy consumption, so an improved virtual migration strategy has been proposed to optimize energy consumption. [Methods] Firstly, we have studied the dependency among physical machines, virtual machines and containers of a cloud computing center in a container environment; secondly, analyzed the key factors affecting the energy consumption of the data center under such a dependency and established a mathematical model; finally, proposed an optimal utilization priority algorithm according to the non-linear relationship between utilization and energy consumption of different physical machines. [Result] The simulation experiments made on the ContainerCloudSim platform show that the method proposed in this paper can be used to effectively reduce the energy consumption of the data center in the container environment compared with traditional strategies such as random scheduling and maximum utilization. [Conclusion] In this paper, starting from the differences between different physical machines in the actual environment, the classical virtual migration strategy has been improved in order to reduce the energy consumption of the data center and moreover, the algorithm is simple, easy to implement and worthy of popularization.
机译:[目的]基于容器的云计算中心遭受更高的能耗,因此提出了一种改进的虚拟迁移策略来优化能量消耗。 [方法]首先,我们研究了集装箱环境中云计算中心的物理机器,虚拟机和容器之间的依赖性;其次,分析了影响依赖性的数据中心能量消耗的关键因素,并建立了数学模型;最后,提出了根据不同物理机器的利用率和能耗之间的非线性关系的最佳利用优先级算法。 [结果]在ContainerCloudsim平台上进行的模拟实验表明,本文提出的方法可用于有效地降低集装箱环境中数据中心的能量消耗与随机调度和最大利用等传统策略相比。 [结论]本文从实际环境中不同物理机之间的差异开始,经典虚拟迁移策略已经提高,以降低数据中心的能耗,而且,算法简单,易于实现值得普及。

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