DocumentCode :
2064313
Title :
A Rough Set based PCM for authorizing grid resources
Author :
Kaiiali, Mustafa ; Wankar, Rajeev ; Rao, C.R. ; Agarwal, Arun
Author_Institution :
Dept. of Comput. & Inf. Sci., Univ. of Hyderabad, Hyderabad, India
fYear :
2010
fDate :
Nov. 29 2010-Dec. 1 2010
Firstpage :
391
Lastpage :
396
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 handle these repetitions is the Hierarchical Clustering Mechanism (HCM) [1]. HCM reduces the redundancy in checking security rules compared to the Brute Force Approach as well as the Primitive Clustering Mechanism (PCM). Further enhancement of HCM is done to make it suitable for dynamic environments [2]. However, HCM is not totally free from repetitions. Moreover, HCM is an expensive process in terms of decision tree size and memory consuming. In this paper, a new Rough Set based PCM is proposed which increases the efficiency of the authorization process and further reduces the redundancy.
Keywords :
authorisation; grid computing; pattern clustering; rough set theory; authorizing grid resources; brute force approach; dynamic environments; grid authorization systems; hierarchical clustering mechanism; primitive clustering mechanism; rough set based PCM; security policy storage; security rule checking; Access Control; Grid Authorization; HCM; Hierarchical Clustering Mechanism; PCM; Primitive Clustering Mechanism; Rough Set;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Systems Design and Applications (ISDA), 2010 10th International Conference on
Conference_Location :
Cairo
Print_ISBN :
978-1-4244-8134-7
Type :
conf
DOI :
10.1109/ISDA.2010.5687232
Filename :
5687232
Link To Document :
بازگشت