Title :
Hierarchical two-level game model for tasks scheduling in a desktop grid
Author :
Mazalov, Vladimir V. ; Nikitina, Natalia N. ; Ivashko, Evgeny E.
Author_Institution :
Inst. of Appl. Math. Res., Karelian Res. Center, Petrozavodsk, Russia
Abstract :
Desktop grids utilize idle computational resources within a research organization. Task scheduling is a very important issue for a desktop grid due to its significant impact on computational performance. In the paper we propose a game-theoretical model of task scheduling in a desktop grid. The model allows to consider the trade-off between the server load and the total time of computations. The numerical results based on a virtual drug screening project are presented, and the Nash equilibrium is found.
Keywords :
approximation theory; client-server systems; drugs; game theory; resource allocation; scheduling; client-server systems; computational performance; computational resources; desktop grid; game-theoretical model; hierarchical two-level game-theoretical model; numerical analysis; research organization; server load; task scheduling; total computation time; virtual drug screening project; Computational modeling; Games; Load modeling; Mathematical model; Nickel; Processor scheduling; Servers;
Conference_Titel :
Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT), 2014 6th International Congress on
Conference_Location :
St. Petersburg
DOI :
10.1109/ICUMT.2014.7002159