Abstract:
Service providers (SPs) will struggle to meet resource requests as cloud computing grows. That means two or more SPs may form a federation and share resources to meet cloud users’ demand and gain economic advantage.
Since cloud providers have formed multiple federations, it may be difficult for users to choose a federation that offers affordable cloud services. This requires a framework to efficiently allocate cloud federation resources to users at fair prices and prevent market manipulation.
This article proposes TARA, a multi-unit double auction mechanism for resource allocation in cloud federations. We consider a multi-seller and multi-buyer double auction mechanism for heterogeneous resources, where buyers submit bids and sellers submit asks (federation prices).
TARA achieves truthfulness (incentive compatibility), rationality, and budget balance for buyers and sellers. TARA is computationally and system-efficient. The simulation results also show that buyer utility exceeds some existing double auction mechanisms.
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