Towards Solving the Problem of Virtual Machine Placement in Cloud Computing: A Job Classification Approach
作者: Auday Al-DulaimyAhmed ZekriWassim ItaniRached Zantout
刊名: Journal of Computer Science, 2016, Vol.12 (3), pp.113-127
来源数据库: Science Publications
DOI: 10.3844/jcssp.2016.113.127
原始语种摘要: Cloud Computing is a paradigm that delivers services by providing an access to wide range of shared resources which are hosted in cloud data centers. One of the recent challenges in this paradigm is to enhance the energy efficiency in these data centers. In this study, a model that identifies common patterns for the jobs submitted to the cloud is proposed. This model is able to predict the type of the job submitted and accordingly, the set of users’ jobs is classified into four subsets. Each subset contains jobs that have similar requirements. In addition to the jobs’ common pattern and requirements, the users’ history is considered in the jobs’ type prediction model. The goal of job classification is to find a way to propose useful strategy that helps to improve...
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  • proposed 建议的
  • strategy 战略
  • according 按照
  • process 过程
  • efficiency 效率
  • total 总和
  • centers 机组间距
  • machines 机械
  • physical 物理的
  • submitted 提交的