Title :
New Efficient Tree-Building Algorithms for Creating HCM Decision Tree in a Grid Authorization System
Author :
Kaiiali, Mustafa ; Wankar, Rajeev ; Rao, C.R. ; Agarwal, Arun
Author_Institution :
Dept. of Comput. & Inf. Sci., Univ. of Hyderabad, Hyderabad, India
Abstract :
Many existing grid authorization systems adopt an inefficient structure of storing security policies for the available resources. That leads to huge repetitions in checking security rules. One of the efficient mechanisms that handles these repetitions is the Hierarchical Clustering Mechanism (HCM). HCM reduces the redundancy in checking security rules compared to the Brute Force Approach as well as the Primitive Clustering Mechanism (PCM). However, HCM is not totally free from redundancy. In this paper, new HCM tree-building algorithms are proposed which further reduce the redundancy and increase the efficiency to a reasonable extent.
Keywords :
authorisation; decision trees; grid computing; pattern clustering; HCM decision tree creation; brute force approach; grid authorization system; hierarchical clustering mechanism; primitive clustering mechanism; tree-building algorithms; Algorithm design and analysis; Authorization; Decision trees; Phase change materials; Redundancy; Throughput; Access Control; Grid Authorization; HCM; Hierarchical Clustering Mechanism;
Conference_Titel :
Network Applications Protocols and Services (NETAPPS), 2010 Second International Conference on
Conference_Location :
Kedah
Print_ISBN :
978-1-4244-8048-7
Electronic_ISBN :
978-0-7695-4177-8
DOI :
10.1109/NETAPPS.2010.8