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云计算中基于多种群蚁群算法的虚拟机整合

王亚宁 苑春苗 孙学梅

计算机应用与软件2017,Vol.34Issue(8):25-29,35,6.
计算机应用与软件2017,Vol.34Issue(8):25-29,35,6.DOI:10.3969/j.issn.1000-386x.2017.08.005

云计算中基于多种群蚁群算法的虚拟机整合

VIRTUAL MACHINE INTEGRATION BASED ON MULTIPLE ANT COLONIES ALGORITHM FOR CLOUD COMPUTING

王亚宁 1苑春苗 1孙学梅1

作者信息

  • 1. 天津工业大学计算机科学与软件学院 天津 300387
  • 折叠

摘要

Abstract

In the development of cloud computing, high energy consumption of the data center has been widespread concerned, and the virtual machine integration is one of the means to solve the problem of high energy consumption.Virtual machine migration is a method of the number of virtual machines by the physical machine to migrate to make some of physical machines can sleep or enter low-power mode, which reduces power consumption of the cloud data center.In this paper, we present a multiple ant colonies algorithm to implement virtual machines consolidation.The proposed approach finds a near-optimal solution based on a specified objective function.It verifies through experiment that this algorithm outperforms existing virtual machines consolidation approaches in terms of energy consumption and the number of virtual machines migration.

关键词

数据中心/能量消耗/虚拟机整合/多种群蚁群

Key words

Data center/Energy consumption/VM integration/Multiple ant colonies

分类

信息技术与安全科学

引用本文复制引用

王亚宁,苑春苗,孙学梅..云计算中基于多种群蚁群算法的虚拟机整合[J].计算机应用与软件,2017,34(8):25-29,35,6.

基金项目

国家自然科学基金青年科学基金项目(61402329). (61402329)

计算机应用与软件

OA北大核心CSTPCD

1000-386X

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