2003 · 84 citations · 3 references
ComputingComputer ScienceEconomicsData ManagementDistributed SystemsGrid ComputingCost-performance TradeoffsData ReplicationData Storage SystemsDigital MarketsDistributed StorageResource SharingAccessCost Optimization StrategiesData Grid ArchitectureGrid EconomyReplica ManagementReplica Placement
We are working on a system for the optimised access and replication of data on a Data Grid. Our approach is based on the use of an economic model that includes the actors and the resources in the Grid. Optimisation is obtained via interaction of the actors in the model, whose goals are maximising the profits and minimising the costs of data resource management. In the system, local optimisation results in global optimisation through emergent marketplace behaviour. In this paper we give an overview of our model and present part of the complex economic reasoning required to support this desired marketplace interaction model.
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Rajkumar Buyya, Heinz Stockinger, Jonathan Giddy et al. · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 2001 · 132 citations
Douglas Thain, John Bent, Andrea C. Arpaci-Dusseau et al. · 2001 · 57 citations