Mechanism Design for Resource Allocation in Networks With Intergroup Competition and Intragroup Sharing

被引:8
|
作者
Sinha, Abhinav [1 ]
Anastasopoulos, Achilleas [1 ]
机构
[1] Univ Michigan, Dept Elect Engn & Comp Sci, Ann Arbor, MI 48109 USA
来源
基金
美国国家科学基金会;
关键词
Multicast routing; proportional allocation; game theory; mechanism design; full implementation; Nash equilibrium; NASH-IMPLEMENTATION MECHANISM; DIVISIBLE RESOURCES; LINDAHL ALLOCATIONS; EFFICIENCY; FAIRNESS; EQUILIBRIUM; GOODS;
D O I
10.1109/TCNS.2017.2680319
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We consider a network where strategic agents, who are contesting for allocation of resources, are divided into fixed groups. The network control protocol is such that within each group agents get to share the resource and across groups they contest for it. A prototypical example is the allocation of data rate on a network with the multicast/multirate architecture. Compared to the unicast architecture (which is a special case), the multicast/multirate architecture can result in substantial bandwidth savings. However, design of a market mechanism in such a scenario requires dealing with both private and public good problems as opposed to just private goods in unicast. The mechanism proposed in this paper ensures that social welfare maximizing allocation on such a network is realized at allNash equilibria (NE), i. e., full implementation in NE. In addition it is individually rational, i. e., agents have an incentive to participate in the mechanism. Themechanism, which is constructed in a quasi-systematic way starting from the dual of the centralized problem, has a number of useful properties. Specifically, due to a novel allocation scheme, namely "radial projection," the proposed mechanism results in feasible allocation even off equilibrium. This is a practical necessity for any realistic mechanism since agents have to "learn" the NE through a dynamic process. Finally, it is shown how strong budget balance at equilibrium can be achieved with a minimal increase in message space as an add-on to a weakly budget balanced mechanism.
引用
收藏
页码:1098 / 1109
页数:12
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