Title :
Using a decision tree for resource control in a grid environment
Author :
Chang, Ruay-Shiung ; Liu, Chuan-Yu ; Hsu, Yu-Jung ; Chang, Yao-Chung
Author_Institution :
Dept. of Comput. Sci. & Inf. Eng., Nat. Dong Hwa Univ., Hualien, Taiwan
Abstract :
Grid computing is a powerful resources sharing architecture with great potential. However, with the great number of resources, assigning jobs to grid sites with suitable resources is very difficult. Each job needs a different combination of resources. In this paper, we propose a decision tree approach for the system manager to monitor how many combinations of resources are actually used. Our method allows the system manager to decide if there are too many, which combinations should stay and which should be upgraded or reallocated? The method is shown to be simple and effective.
Keywords :
decision trees; grid computing; resource allocation; decision tree; grid computing; grid environment; resource control; resources sharing architecture; system manager; Computers; Data mining; Decision trees; Grid computing; Large Hadron Collider; Organizations; Security; Decision Trees; Grids; Resource Control;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery (FSKD), 2012 9th International Conference on
Conference_Location :
Sichuan
Print_ISBN :
978-1-4673-0025-4
DOI :
10.1109/FSKD.2012.6234135