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计算机工程 ›› 2013, Vol. 39 ›› Issue (7): 51-54. doi: 10.3969/j.issn.1000-3428.2013.07.011

所属专题: 云计算专题

• 云计算专题 • 上一篇    下一篇

IaaS环境中一种保证SLA的资源调度策略

吴海双,张 亮,李杰辉   

  1. (复旦大学计算机科学与技术学院,上海 201203)
  • 收稿日期:2012-09-25 出版日期:2013-07-15 发布日期:2013-07-12
  • 作者简介:作者简介:吴海双(1987-),男,硕士研究生、CCF会员,主研方向:云计算,服务计算;张 亮,教授、博士生导师;李杰辉, 硕士
  • 基金资助:
    基金项目:国家自然科学基金资助项目(60873115)

Resource Scheduling Strategy for Guaranteeing SLA in IaaS Environment

WU Hai-shuang, ZHANG Liang, LI Jie-hui   

  1. (School of Computer Science, Fudan University, Shanghai 201203, China)
  • Received:2012-09-25 Online:2013-07-15 Published:2013-07-12

摘要: 当基础设施即服务(IaaS)云计算中心的资源需要重新分配时,MM策略在选择迁出集合进行动态迁移时存在过多迁移,因此增大了服务等级协议(SLA)的违反几率,并且会导致能量消耗过多。针对该问题,提出一种改进的资源调度策略FMS。通过服务运行的历史数据得到各虚拟机的资源使用情况,分两阶段对物理机集合进行扫描,从中选出需要迁出的虚拟机并与物理机进行映射。CloudSim软件上的实验结果表明,FMS能减少虚拟机的迁移次数,降低迁移开销,而且能更好地满足服务的SLA,实现IaaS模型下资源的优化部署。

关键词: 云计算, 服务等级协议, 资源消耗, 虚拟化, 动态迁移, 基础设施即服务

Abstract: When Infrastructure as a Service(IaaS) cloud computing center’s resources need to be reallocated for some reason, Minimization of Migrations(MM) strategy has more migrations when choosing migration set in processing live migration. It increases the violation probability of Service Level Agreement(SLA) and generates a lot of useless energy consumption. Considering this problem, it proposes a modified strategy Find-Migration-Search(FMS). Through the history data of services, it can get the status of each virtual machine. Then the program scans each physical machine with two phase. CloudSim simulation results indicate that the modified strategy FMS can not only lower the times of virtual machines’ migration and energy consumption, but also satisfy services’ SLA much better, and implements resources optimization deployment under IaaS model.

Key words: cloud computing, Service Level Agreement(SLA), resource consumption, virtualization, dynamic migration, Infrastructure as a Service(IaaS)

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