Paper Info
Title
User Behavior Modeling and Traffic Analysis of IMS Presence Servers
Abstract
Presence is a service that allows a user to be informed about the reachability, availability, and willingness of communication of another user. Presence service has become a key enabler for many popular applications such as instant messaging and push-to-talk. Traffic to a presence server is resulted by user behaviors such as login/logout, online status modification, and automatic status refresh by client application. Mathematical models are proposed in this paper to study the user behaviors associated with a presence server during the time of a day such that traffic characteristics to a presence server can be inferred. The correctness of our estimation and analysis are verified by extensive simulations using Matlab. This study on the relationship between user behaviors and traffic to a presence server can help network operators to plan network capacity, optimize server performance and detect traffic anomaly.
Year
DOI
Venue
2008
10.1109/GLOCOM.2008.ECP.474
IEEE Global Telecommunications Conference (Globecom)
Keywords
Field
DocType
mathematical model,servers,estimation,behavioural sciences
Traffic analysis,MATLAB,Presence service,Computer science,Correctness,Login,Push-to-talk,Server,Computer network,Reachability
Conference
ISSN
Citations 
PageRank 
1930-529X
2
0.41
References 
Authors
4
4
Name
Order
Citations
PageRank
Zhiguo Cao120.41
Caixia Chi2485.10
Ruibing Hao320717.97
Yang Xiao46317456.36