A cost-benefit analysis of using cloud computing to extend the capacity of clusters

被引:0
|
作者
Marcos Dias de Assunção
Alexandre di Costanzo
Rajkumar Buyya
机构
[1] École Normale Supérieure de Lyon,INRIA RESO/LIP
[2] The University of Melbourne,undefined
来源
Cluster Computing | 2010年 / 13卷
关键词
Cloud computing; Load sharing; Job scheduling; Backfilling;
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暂无
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摘要
In this paper, we investigate the benefits that organisations can reap by using “Cloud Computing” providers to augment the computing capacity of their local infrastructure. We evaluate the cost of seven scheduling strategies used by an organisation that operates a cluster managed by virtual machine technology and seeks to utilise resources from a remote Infrastructure as a Service (IaaS) provider to reduce the response time of its user requests. Requests for virtual machines are submitted to the organisation’s cluster, but additional virtual machines are instantiated in the remote provider and added to the local cluster when there are insufficient resources to serve the users’ requests. Naïve scheduling strategies can have a great impact on the amount paid by the organisation for using the remote resources, potentially increasing the overall cost with the use of IaaS. Therefore, in this work we investigate seven scheduling strategies that consider the use of resources from the “Cloud”, to understand how these strategies achieve a balance between performance and usage cost, and how much they improve the requests’ response times.
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页码:335 / 347
页数:12
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