Title :
Study of Grid Task Scheduling Algorithm Based on Benefit Function
Author :
Ding, En-jie ; Sun, Shi-Cui
Author_Institution :
China Univ. of Min. & Technol, Beijing
fDate :
Aug. 29 2008-Sept. 2 2008
Abstract :
In the dynamic, heterogeneous and widely distributed grid environment, task scheduling is a complex and challenging problem. Because in DBC algorithm, QoS requests are static, either based on time optimisation, or budget optimisation, resource allocation in grid is irrational. To solve the problem, one QoS model based on benefit function is presented in this paper. Also, two algorithms based on benefit function are given. Using the GridSim simulator, these two new algorithms and DBC algorithm are simulated and compared. The experiment results indicates that the two algorithms can achieve better performance in terms of time utilized, budget spent and gridlets completed. Otherwise, the second algorithm is better than the first one.
Keywords :
grid computing; optimisation; quality of service; resource allocation; DBC algorithm; GridSim simulator; QoS requests; benefit function; budget optimisation; distributed grid environment; grid task scheduling algorithm; resource allocation; time optimisation; Computer science; Decision making; Educational institutions; Environmental economics; Grid computing; Information technology; Processor scheduling; Resource management; Scheduling algorithm; Sun; QoS; benefit function; grid; task shceduling;
Conference_Titel :
Computer Science and Information Technology, 2008. ICCSIT '08. International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-0-7695-3308-7
DOI :
10.1109/ICCSIT.2008.104