NDLI: Resource and Revenue Sharing with Coalition Formation of Cloud Providers: Game Theoretic Approach

Content Provider	IEEE Xplore Digital Library
Author	Niyato, D. Vasilakos, A.V. Zhu Kun
Copyright Year	2011
Abstract	In cloud computing, multiple cloud providers can cooperate to establish a resource pool to support internal users and to offer services to public cloud users. In this paper, we study the cooperative behavior of multiple cloud providers. The hierarchical cooperative game model is presented. First, given a group (i.e., coalition) of cloud providers, the resource and revenue sharing of a resource pool is presented. To obtain the solution, we develop the stochastic linear programming game model which takes the uncertainty of internal users from each provider into account. We show that the solution of the stochastic linear programming game is the core of cooperation. Second, we analyze the stability of the coalition formation among cloud providers based on coalitional game. The dynamic model of coalition formation is used to obtain stable coalitional structures. The resource and revenue sharing and coalition formation of cloud providers are intertwined in which the proposed hierarchical cooperative game model can be used to obtain the solution. An extensive performance evaluation is performed to investigate the decision making of cloud providers when cooperation can lead to the higher profit.
Starting Page	215
Ending Page	224
File Size	607748
Page Count	10
File Format	PDF
ISBN	9781457701290
DOI	10.1109/CCGrid.2011.30
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2011-05-23
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Cloud computing Games Linear programming Virtual machining Stochastic processes Computational modeling Analytical models game theory resource sharing
Content Type	Text
Resource Type	Article

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