Title:

Predictive Modeling in a VoIP System, Journal of Telecommunications and Information Technology, 2013, nr 4

Creator:

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

Subject and Keywords:

VoIP ; prediction ; user-profiles ; particle algorithms

Description:

An important problem one needs to deal with in a Voice over IP system is server overload. One way for preventing such problems is to rely on prediction techniques for the incoming traffic, namely as to proactively scale the available 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 patterns are shaped for a real system and, in a second step, at constructing a model that is capable of predicting trends.

Publisher:

Instytut Łączności - Państwowy Instytut Badawczy, Warszawa

Date:

2013, nr 4

Resource Type:

artykuł

Format:

application/pdf

Resource Identifier:

ISSN 1509-4553, on-line: ISSN 1899-8852

DOI:

10.26636/jtit.2013.4.1237

ISSN:

1509-4553

eISSN:

1899-8852

Source:

Journal of Telecommunications and Information Technology

Language:

ang

Rights Management:

Biblioteka Naukowa Instytutu Łączności