Resource Optimization and Cost Reduction by Dynamic Virtual Machine Provisioning in Cloud

被引:0
|
作者
Patel, Suhradam [1 ]
Bhujade, Rakesh Kumar [1 ]
Sinhal, Amit [2 ]
Kathrotia, Sugney [3 ]
机构
[1] Rajiv Gandhi Proudyogiki Vishwavidyalaya, Bhopal, India
[2] Techno Arts Inst Technol, Bhopal, India
[3] Gujarat Technol Univ, Ahmadabad, Gujarat, India
关键词
Virtual machine; resource optimization; cost reduction; on-demand instance; spot instance; cloud computing;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Cloud computing delivers platform, software application and hardware infrastructure as a service over Internet. It allows the users to utilize the service on-demand and pay-per-use model as given by Amazon EC2. There are two types of cost involved, fixed and variable. Cost will rise as the demand increases. In this paper the web service request coining from users are categorized into groups and virtual machines (VM's) are created group wise from the physical servers. Mapping of these two group id is done by application provisioner. Fixed cost is charged on requesting reserved resource as per Service Level Agreement (SLA) and variable cost for requesting instantaneous resources. Ultimate cost charged to the user is minimized by 16%. Efficient workload monitoring, grouping of VM's and user request helps to finish user request with in time and better utilization of available resources (physical serves). Idle time of resource is reduced from 50% to 23%.
引用
收藏
页码:857 / 861
页数:5
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