Characterizing Cloud Federation for Enhancing Providers' Profit

Íñigo Goiri, Jordi Guitart, J. Torres
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引用次数: 205

Abstract

Cloud federation has been proposed as a new paradigm that allows providers to avoid the limitation of owning only a restricted amount of resources, which forces them to reject new customers when they have not enough local resources to fulfill their customers' requirements. Federation allows a provider to dynamically outsource resources to other providers in response to demand variations. It also allows a provider that has underused resources to rent part of them to other providers. Both things could make the provider to get more profit when used adequately. This requires that the provider has a clear understanding of the potential of each federation decision, in order to choose the most convenient depending on the environment conditions. In this paper, we present a complete characterization of providers' federation in the Cloud, including decision equations to outsource resources to other providers, rent free resources to other providers (i.e. insourcing), or shutdown unused nodes to save power, and we characterize these decisions as a function of several parameters. Then, we demonstrate in the evaluation section how a provider can enhance its profit by using these equations to exploit federation, and how the different parameters influence which is the best decision on each situation.
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表征云联盟以提高供应商利润
云联合被提议作为一种新的范例,它允许提供商避免只拥有有限数量的资源的限制,这种限制迫使他们在没有足够的本地资源来满足客户需求时拒绝新客户。联邦允许提供商动态地将资源外包给其他提供商以响应需求变化。它还允许拥有未充分利用的资源的提供者将其中的一部分租给其他提供者。如果使用得当,这两件事都可以使提供者获得更多的利润。这要求提供者清楚地了解每个联合决策的可能性,以便根据环境条件选择最方便的决策。在本文中,我们提出了云计算中供应商联盟的完整特征,包括将资源外包给其他供应商的决策方程,将免费资源租给其他供应商(即内包),或关闭未使用的节点以节省电力,我们将这些决策描述为几个参数的函数。然后,我们在评估部分展示了供应商如何通过使用这些方程来利用联邦来提高其利润,以及不同的参数如何影响每种情况下的最佳决策。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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