Title :
Resource Discovery Based on Multi-Agent Graph Structure in Grid
Author :
Ding, Shun-Li ; Liu, Li-ping ; Yuan, Jing-Bo
Author_Institution :
Chinese Acad. of Meteorol. Sci., Beijing
Abstract :
Resource discovery is a crucial problem in grid environments. This paper introduces a multi-agent based resource discovery model. On the basis of local resource\´s adopting the strategy "first come first served" to the task, we put forward a resource management heuristic algorithm using a technique of resource advertisement and discovery. Agents are organized into a graph and the heuristic algorithm is based on multi-agent cooperation, to ensure this methodology achieves the goal of task scheduling. The experiment results indicate that the method is effective and has higher accuracy.
Keywords :
graph theory; grid computing; multi-agent systems; resource allocation; scheduling; first come first served strategy; grid environment; multi-agent based resource discovery model; multi-agent graph structure; resource management heuristic algorithm; task scheduling; Cybernetics; Heuristic algorithms; Large-scale systems; Machine learning; Monitoring; Process control; Protocols; Resource management; Scalability; Scheduling algorithm; Graph; Heuristic; Multi-agent; Resource discovery;
Conference_Titel :
Machine Learning and Cybernetics, 2007 International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-0973-0
Electronic_ISBN :
978-1-4244-0973-0
DOI :
10.1109/ICMLC.2007.4370118