Title :
Bayesian Classification-based Intelligent-agent Data Management over Grid
Author :
Jia, Chen ; Yue, Wu ; Sheu, Phillip C Y ; Ming, Li ; Bei, Hui
Author_Institution :
Dept. of Comput. Sci., Univ. of Electron. Sci. & Technol. of China, Chengdu
Abstract :
This paper proposes a Bayesian classification method to deal with heterogeneous distributed grid data. Based on the classification result, an intelligent-agent can provide an overloading function to process certain classified data sets over a grid. The method assigns a set of agents to coordinate a user job over the grid. It can definitely resolve the main problems existing in grid data management so as to enhance grid data management efficiency
Keywords :
belief networks; grid computing; multi-agent systems; pattern classification; Bayesian classification; distributed grid data management; intelligent-agent data management; Bayesian methods; Computer network management; Computer networks; Computer science; Data models; Distributed computing; Grid computing; Middleware; Resource management; Technology management;
Conference_Titel :
Tools with Artificial Intelligence, 2006. ICTAI '06. 18th IEEE International Conference on
Conference_Location :
Arlington, VA
Print_ISBN :
0-7695-2728-0
DOI :
10.1109/ICTAI.2006.38
