Strong stability of Nash equilibria in load balancing games

被引:2
作者
Chen Bo [1 ]
Li SongSong [2 ]
Zhang YuZhong [2 ]
机构
[1] Univ Warwick, Warwick Business Sch, Ctr Discrete Math & Its Applicat, Coventry CV4 7AL, W Midlands, England
[2] Qufu Normal Univ, Sch Management, Rizhao 276826, Peoples R China
基金
中国国家自然科学基金;
关键词
load balancing game; Nash equilibrium; strong Nash equilibrium; approximate strong Nash equilibrium;
D O I
10.1007/s11425-014-4814-2
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
We study strong stability of Nash equilibria in load balancing games of m (m a (c) 3/4 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 rho-approximate SNE (rho a (c) 3/4 1) if there is no coalition of jobs such that each job of the coalition will have an IR more than rho 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 a (c) 3/4 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:14
相关论文
共 12 条
[1]   ON THE VALUE OF COORDINATION IN NETWORK DESIGN [J].
Albers, Susanne .
SIAM JOURNAL ON COMPUTING, 2009, 38 (06) :2273-2302
[2]  
Andelman N, 2007, PROCEEDINGS OF THE EIGHTEENTH ANNUAL ACM-SIAM SYMPOSIUM ON DISCRETE ALGORITHMS, P189
[3]  
Aumann R., 1959, Contributions to the Theory of Games, VIV, DOI [10.1515/9781400882168-018, DOI 10.1515/9781400882168-018]
[4]   Efficiency analysis of load balancing games with and without activation costs [J].
Chen, Bo ;
Gurel, Sinan .
JOURNAL OF SCHEDULING, 2012, 15 (02) :157-164
[5]   Equilibria in load balancing games [J].
Chen, Bo .
ACTA MATHEMATICAE APPLICATAE SINICA-ENGLISH SERIES, 2009, 25 (04) :723-736
[6]  
Czumaj A, 2002, SIAM PROC S, P413
[7]   Approximate Strong Equilibrium in Job Scheduling Games [J].
Feldman, Michal ;
Tamir, Tami .
JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH, 2009, 36 :387-414
[8]  
Finn G., 1979, BIT (Nordisk Tidskrift for Informationsbehandling), V19, P312, DOI 10.1007/BF01930985
[9]  
FOTAKIS D, 2002, P 29 INT C AUT LANG, P510
[10]   Approximate equilibria and ball fusion [J].
Koutsoupias, E ;
Mavronicolas, M ;
Spirakis, P .
THEORY OF COMPUTING SYSTEMS, 2003, 36 (06) :683-693