Efficient Multi-Resource, Multi-Unit VCG Auction
@article{Funaro2019EfficientMM, title={Efficient Multi-Resource, Multi-Unit VCG Auction}, author={Liran Funaro and Orna Agmon Ben-Yehuda and A. Schuster}, journal={ArXiv}, year={2019}, volume={abs/1905.09014} }
We consider the optimization problem of a multi-resource, multi-unit VCG auction that produces an optimal, i.e., non-approximated, social welfare. We present an algorithm that solves this optimization problem with pseudo-polynomial complexity and demonstrate its efficiency via our implementation. Our implementation is efficient enough to be deployed in real systems to allocate computing resources in fine time-granularity. Our algorithm has a pseudo-near-linear time complexity on average (over… Expand
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References
SHOWING 1-10 OF 63 REFERENCES
Toward a VCG-Like Approximate Mechanism for Large-Scale Multi-unit Combinatorial Auctions
- Computer Science
- 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology
- 2011
- 12
Optimal Multi-dimensional Mechanism Design: Reducing Revenue to Welfare Maximization
- Computer Science, Economics
- 2012 IEEE 53rd Annual Symposium on Foundations of Computer Science
- 2012
- 190
- PDF
Design and Analysis of the Progressive Second Price Auction for Network Bandwidth Sharing
- Computer Science
- 1999
- 157
- Highly Influential
- PDF
Multibid auctions for bandwidth allocation in communication networks
- Computer Science
- IEEE INFOCOM 2004
- 2004
- 115
- Highly Influential
- PDF
Optimal solutions for multi-unit combinatorial auctions: branch and bound heuristics
- Mathematics, Computer Science
- EC '00
- 2000
- 188
- PDF
Dominant Resource Fairness: Fair Allocation of Multiple Resource Types
- Computer Science
- NSDI
- 2011
- 984
- PDF
Optimal allocation of a divisible good to strategic buyers
- Computer Science
- 2004 43rd IEEE Conference on Decision and Control (CDC) (IEEE Cat. No.04CH37601)
- 2004
- 92
- PDF