2013 · 20 citations · 16 references
ComputingCloud ComputingEconomicsCloud EconomicsCloud Performance OptimizationGame TheoryCloud Cost ManagementCloud Resource ManagementCost OptimizationCost-performance TradeoffsResource ProvisioningResource SchedulingCloud Resource AllocationCloud Resource PlacementCloud Service DeploymentCost Optimization StrategiesCost Performance Trade-offsPerformance-to-cost TradeoffPolynomial-time AlgorithmsService Deployment
As cloud-based services become more numerous and dynamic, service deployment becomes more and more challenging. For the reason of economic, the service deployment strategy is crucial for maximize the system utility and profit gained. In this paper, considered both the cost and quality, the service deployment in cloud is modeled as a congestion game, where every service has several components is considered as a player and his strategy is to select the subset of resources to deploy his components. Based on the congestion game, a game theoretic method is proposed to optimize both the overall cost and quality. To solve the congestion game, efficient algorithms are proposed to achieve the equilibrium in polynomial time.
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Aaron Weiss · netWorker · 2007 · 673 citations
Congestion Games with Player-Specific Payoff Functions
Igal Milchtaich · Games and Economic Behavior · 1996 · 661 citations
A survey on networking games in telecommunications
Eitan Altman, Thomas Boulogne, Rachid El-Azouzi et al. · Computers & Operations Research · 2004 · 560 citations · Full text