DocumentCode :
2294206
Title :
An algorithm for agent-based task scheduling in grid environments
Author :
Ding, Shun-Li ; Yuan, Jing-Bo ; Ju, Jiu-bin
Author_Institution :
Dept. of Comput. Sci. & Technol., Jilin Univ., Changchun, China
Volume :
5
fYear :
2004
fDate :
26-29 Aug. 2004
Firstpage :
2809
Abstract :
Resource management and task scheduling is a crucial problem (the core of all the questions) in grid environments. The aim of task scheduling is to take full advantage of grid resource and execute user\´s task request as early and quickly as possible. This paper introduces an agent-based resource management model and agent structure and its function. On the basis of local resource\´s adoption of the strategy "first come first served" to the task, we put forward a task scheduling algorithm using a technique of task advertisement and discovery. Agents are organized into a hierarchy and the algorithm is based on multi-agent cooperation, to ensure that this methodology achieves the goal of task scheduling.
Keywords :
grid computing; multi-agent systems; resource allocation; scheduling; agent based resource management model; agent based task scheduling algorithm; first come first served strategy; grid environments; multiagent cooperation; task advertisement technique; task discovery technique; Conference management; Control systems; Large-scale systems; Logic; Process control; Query processing; Resource management; Scalability; Scheduling algorithm; Software systems;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Machine Learning and Cybernetics, 2004. Proceedings of 2004 International Conference on
Print_ISBN :
0-7803-8403-2
Type :
conf
DOI :
10.1109/ICMLC.2004.1378510
Filename :
1378510
Link To Document :
بازگشت