Title :
Utility-based Computing Model for Grid
Author :
Li Liu ; Wang, Yuanzhuo ; Yang, Yang ; Tian, Zhimin
Author_Institution :
Sch. of Inf. Eng., Univ. of Sci. & Technol., Beijing
Abstract :
Within service-oriented Grids, resources may be advertised and traded as services and participants need to have economic incentive. Grid can be seen as a multi-agent system, agent are rational and state their QoS requirements in the form of a utility function which maximize is his goal. In this paper, we propose utility-based computing model for grid. We consider the problem of task scheduling subject to time and budget constrains as joint utility function, and scheduling object is to maximize total attained utility. This scheduling problem can be shown to be NP-hard, thus we present a joint utility function scheduling algorithm (JUFS) for this problem. The performance of model is analyzed by SPNP software package. The numerical results show that JUFS can provide user more utility.
Keywords :
grid computing; quality of service; resource allocation; scheduling; utility programs; NP-hard problem; QoS; SPNP software package; joint utility function scheduling algorithm; multiagent system; resource management; service-oriented grid computing; task scheduling; Constraint optimization; Cost function; Grid computing; Multiagent systems; Packaging; Performance analysis; Processor scheduling; Resource management; Scheduling algorithm; Time factors;
Conference_Titel :
Semantics, Knowledge and Grid, 2005. SKG '05. First International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7695-2534-2
Electronic_ISBN :
0-7695-2534-2
DOI :
10.1109/SKG.2005.140