Strong stability of Nash equilibria in load balancing games

被引:0
|
作者
Bo Chen
SongSong Li
YuZhong Zhang
机构
[1] University of Warwick,Centre for Discrete Mathematics and Its Applications, Warwick Business School
[2] Qufu Normal University,School of Management
来源
Science China Mathematics | 2014年 / 57卷
关键词
load balancing game; Nash equilibrium; strong Nash equilibrium; approximate strong Nash equilibrium; 91B50; 91B52;
D O I
暂无
中图分类号
学科分类号
摘要
We study strong stability of Nash equilibria in load balancing games of m (m ⩾ 2) identical servers, in which every job chooses one of the m servers and each job wishes to minimize its cost, given by the workload of the server it chooses. A Nash equilibrium (NE) is a strategy profile that is resilient to unilateral deviations. Finding an NE in such a game is simple. However, an NE assignment is not stable against coordinated deviations of several jobs, while a strong Nash equilibrium (SNE) is. We study how well an NE approximates an SNE. Given any job assignment in a load balancing game, the improvement ratio (IR) of a deviation of a job is defined as the ratio between the pre- and post-deviation costs. An NE is said to be a ρ-approximate SNE (ρ ⩾ 1) if there is no coalition of jobs such that each job of the coalition will have an IR more than ρ from coordinated deviations of the coalition. While it is already known that NEs are the same as SNEs in the 2-server load balancing game, we prove that, in the m-server load balancing game for any given m ⩾ 3, any NE is a (5/4)-approximate SNE, which together with the lower bound already established in the literature yields a tight approximation bound. This closes the final gap in the literature on the study of approximation of general NEs to SNEs in load balancing games. To establish our upper bound, we make a novel use of a graph-theoretic tool.
引用
收藏
页码:1361 / 1374
页数:13
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