Predictive Modeling in a VoIP System

Simionovici, Ana-Maria; Tantar, Alexandru; Bouvry, Pascal; Didelot, Loic

Reference : Predictive Modeling in a VoIP System


	Document type :	Scientific journals : Article
	Discipline(s) :	Engineering, computing & technology : Computer science
	To cite this reference:	http://hdl.handle.net/10993/23636

Title :	Predictive Modeling in a VoIP System
Language :	English
Author, co-author :	Simionovici, Ana-Maria [University of Luxembourg > Faculty of Science, Technology and Communication (FSTC) > Computer Science and Communications Research Unit (CSC) >]
	Tantar, Alexandru [University of Luxembourg > Faculty of Science, Technology and Communication (FSTC) > Computer Science and Communications Research Unit (CSC)]
	Bouvry, Pascal [University of Luxembourg > Faculty of Science, Technology and Communication (FSTC) > Computer Science and Communications Research Unit (CSC) >]
	Didelot, Loic [MIXvoip S.a, Luxembourg]
Publication date :	Sep-2013
Journal title :	Journal of Telecommunications and Information Technology
Publisher :	National Institute of Telecommunications
Volume :	4
Pages :	32-40
Peer reviewed :	Yes (verified by ORBi^lu)
Audience :	International
ISSN :	1509-4553
e-ISSN :	1899-8852
City :	Warsaw
Country :	Poland
Keywords :	[en] particle algorithms, prediction, user-profiles, VoIP
Abstract :	[en] An important problem one needs to deal with in a Voice over IP system is server overload. One way for pre- venting such problems is to rely on prediction techniques for the incoming traffic, namely as to proactively scale the avail- able resources. Anticipating the computational load induced on processors by incoming requests can be used to optimize load distribution and resource allocation. In this study, the authors look at how the user profiles, peak hours or call pat- terns are shaped for a real system and, in a second step, at constructing a model that is capable of predicting trends.
Funders :	Fonds National de la Recherche - FnR
Name of the research project :	DYMO
Target :	Researchers ; General public
Permalink :	http://hdl.handle.net/10993/23636
Other URL :	http://www.itl.waw.pl/czasopisma/JTIT/2013/4/32.pdf
FnR project :	FnR

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