• 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