Auction based dynamic resource allocation in cloud

E. I. Nehru, J. Infant Smile Shyni, R. Balakrishnan
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引用次数: 14

Abstract

Cloud computing is one of the fastest emerging technology. As we all know, cloud is a wide pool of resource which provides resources based on the users request. Any service can be provided as a service through cloud. As the cloud contains many resources, there may also wastage of resources. To reduce this wastage, cloud providers enter into auctioning of resources when the demand is high. Cloud computing includes distinct resources. Because of the complementary and supplementary effects between distinct assets, bidders have preferences not for just a single resource but also for a set of resources. Auctioning for a bundle of resources is called combinatorial auction. Dynamic resource allocation in on demand for a bundle of resource is proposed by using CA - PROVISION algorithm and the scenarios are simulated using Cloudsim, a simulator meant for cloud computing analysis.
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基于拍卖的云计算动态资源分配
云计算是发展最快的新兴技术之一。众所周知,云是一个广泛的资源池,它根据用户的请求提供资源。任何服务都可以通过云作为服务提供。由于云包含了大量的资源,也有可能造成资源的浪费。为了减少这种浪费,云提供商在需求高的时候进行资源拍卖。云计算包括不同的资源。由于不同资产之间的互补和补充效应,投标人不仅对单一资源有偏好,而且对一组资源也有偏好。对一堆资源的拍卖称为组合拍卖。利用CA - PROVISION算法提出了一组资源按需动态分配的方法,并利用Cloudsim模拟了这些场景。
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