DocumentCode
2776949
Title
Selfish grid computing: game-theoretic modeling and NAS performance results
Author
Kwok, Yu-Kwong ; Song, ShanShan ; Hwang, Kai
Author_Institution
Univ. of Southern California, Los Angeles, CA, USA
Volume
2
fYear
2005
fDate
9-12 May 2005
Firstpage
1143
Abstract
Selfish behaviors of individual machines in a grid can potentially damage the performance of the system as a whole. However, scrutinizing the grid by taking into account the non-cooperativeness of machines is a largely unexplored research problem. In this paper, we first present a new hierarchical game-theoretic model of the grid that matches well with the physical administrative structure in real-life situations. We then focus on the impact of selfishness in intra-site job execution mechanisms. Based on our novel utility functions, we analytically derive the Nash equilibrium and optimal strategies for the general case. To study the effects of different strategies, we have also performed extensive simulations by using a well-known practical scheduling algorithm over the NAS (Numerical Aerodynamic Simulation) workload. We have studied overall job execution performance of the grid system under a wide range of parameters. Specifically, we find that the optimal selfish strategy significantly outperforms the Nash selfish strategy. Our performance evaluation results can serve as valuable reference for designing appropriate strategies in a practical grid.
Keywords
game theory; grid computing; scheduling; Nash equilibrium; Numerical Aerodynamic Simulation workload; hierarchical game-theoretic model; intra-site job execution mechanism; optimal selfish strategy; performance evaluation; scheduling algorithm; selfish grid computing; utility function; Aerodynamics; Distributed computing; Game theory; Grid computing; Large-scale systems; Nash equilibrium; Numerical simulation; Peer to peer computing; Processor scheduling; Scheduling algorithm;
fLanguage
English
Publisher
ieee
Conference_Titel
Cluster Computing and the Grid, 2005. CCGrid 2005. IEEE International Symposium on
Print_ISBN
0-7803-9074-1
Type
conf
DOI
10.1109/CCGRID.2005.1558688
Filename
1558688
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