TY - GEN
T1 - Detection of user relationships in networks using self-organization approach
AU - Memon, Qurban A.
PY - 2010
Y1 - 2010
N2 - For the purpose of monitoring and knowing the extent of use of objects in the network, generally each network operation is stored for subsequent analysis to determine which objects and how often are they accessed and modified. The self-organization of such multi-state operations is used in this work to help clustering of relationships amongst users or between users and network objects; and enhance the performance of network management. The attributes of involved users used in clustering helps in generating alerts well in advance due to misuse of objects. The experimental setup is built to demonstrate the effectiveness of this approach.
AB - For the purpose of monitoring and knowing the extent of use of objects in the network, generally each network operation is stored for subsequent analysis to determine which objects and how often are they accessed and modified. The self-organization of such multi-state operations is used in this work to help clustering of relationships amongst users or between users and network objects; and enhance the performance of network management. The attributes of involved users used in clustering helps in generating alerts well in advance due to misuse of objects. The experimental setup is built to demonstrate the effectiveness of this approach.
KW - Relationship clustering
KW - Relationship network
KW - Self-organization in networks
UR - http://www.scopus.com/inward/record.url?scp=78650301756&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=78650301756&partnerID=8YFLogxK
U2 - 10.1109/ISSPA.2010.5605460
DO - 10.1109/ISSPA.2010.5605460
M3 - Conference contribution
AN - SCOPUS:78650301756
SN - 9781424471676
T3 - 10th International Conference on Information Sciences, Signal Processing and their Applications, ISSPA 2010
SP - 401
EP - 404
BT - 10th International Conference on Information Sciences, Signal Processing and their Applications, ISSPA 2010
T2 - 10th International Conference on Information Sciences, Signal Processing and their Applications, ISSPA 2010
Y2 - 10 May 2010 through 13 May 2010
ER -