ACM SRC poster: combinatorial auction-based dynamic VM provisioning and allocation in clouds
Proceedings of the 2011 companion on High Performance Computing Networking, Storage and Analysis Companion
The Impact of User Rationality in Federated Clouds
CCGRID '12 Proceedings of the 2012 12th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (ccgrid 2012)
Combinatorial Auction-Based Mechanisms for VM Provisioning and Allocation in Clouds
CCGRID '12 Proceedings of the 2012 12th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (ccgrid 2012)
Combinatorial auction-based allocation of virtual machine instances in clouds
Journal of Parallel and Distributed Computing
Proceedings of the 2013 ACM Cloud and Autonomic Computing Conference
Statistically Enhanced Multi-Dimensional Trust Computing Mechanism for Cloud Computing
International Journal of Mobile Computing and Multimedia Communications
Proceedings of the Ninth IEEE/ACM/IFIP International Conference on Hardware/Software Codesign and System Synthesis
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The current cloud computing platforms allocate virtual machine instances to their users through fixed-price allocation mechanisms. We argue that combinatorial auction-based allocation mechanisms are especially efficient over the fixed-price mechanisms since the virtual machine instances are assigned to users having the highest valuation. We formulate the problem of virtual machine allocation in clouds as a combinatorial auction problem and propose two mechanisms to solve it. We perform extensive simulation experiments to compare the two proposed combinatorial auction-based mechanisms with the currently used fixed-price allocation mechanism. Our experiments reveal that the combinatorial auction-based mechanisms can significantly improve the allocation efficiency while generating higher revenue for the cloud providers.