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Dynamic MixVoIP
Simionovici, Ana-Maria; Tantar, Alexandru; Bouvry, Pascal
2013EVOLVE 2013, A Bridge between Probability, Set Oriented Optimization, and Evolutionary Computation
 

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Keywords :
learning and anticipation, evolutionary computing, evolutionary algorithms, load balancing, Voice over IP
Abstract :
[en] Dynamic optimization based on incoming load analysis and prediction is considered to be an innovative approach in order to prevent the overload of the servers in a Voice over IP system. The ongoing project is in an early stage of study and the followings are the current vision and concept regarding it. The information gathered by inspecting the real system of an IT company, MixVoIP, (probe server and sensors spread inside the cloud) and by analyzing the data provided by the predictive algorithm, will be used to optimize load distribution and resource allocation. The implementation in the real-life environment should lead to an improvement of the service offered but also to a sensible reduction of the associated carbon emissions, e.g. as a result of an improved load management, reduced idle CPU times or optimally exploited resources.
Research center :
University of Luxembourg
Disciplines :
Computer science
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)
External co-authors :
no
Language :
English
Title :
Dynamic MixVoIP
Alternative titles :
[en] Dynamic MixVoIP
Publication date :
July 2013
Number of pages :
6
Event name :
EVOLVE 2013, A Bridge between Probability, Set Oriented Optimization, and Evolutionary Computation
Event place :
Leiden, Netherlands
Event date :
10-07-2013 to 13-07-2013
Audience :
International
FnR Project :
FNR4105139 - Dynamic Mixvoip, 2012 (01/11/2012-31/10/2016) - Ana Maria Simionovici
Name of the research project :
DYMO
Funders :
FNR - Fonds National de la Recherche [LU]
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since 15 December 2015

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