Unpublished conference/Abstract (Scientific congresses, symposiums and conference proceedings)
Computational Intelligence for Cloud Management Current Trends and Opportunities
Tantar, Alexandru-Adrian; Nguyen, Anh Quan; Bouvry, Pascal et al.
2013Evolutionary Computation (CEC), 2013 IEEE Congress on
 

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Abstract :
[en] The development of large scale data center and cloud computing optimization models led to a wide range of complex issues like scaling, operation cost and energy efficiency. Different approaches were proposed to this end, including classical resource allocation heuristics, machine learning or stochastic optimization. No consensus exists but a trend towards using many-objective stochastic models became apparent over the past years. This work reviews in brief some of the more recent studies on cloud computing modeling and optimization, and points at notions on stability, convergence, definitions or results that could serve to analyze, respectively build accurate cloud computing models. A very brief discussion of simulation frameworks that include support for energy-aware components is also given.
Research center :
Interdisciplinary Centre for Security, Reliability and Trust, University of Luxembourg, Luxembourg
Disciplines :
Computer science
Author, co-author :
Tantar, Alexandru-Adrian ;  University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT)
Nguyen, Anh Quan ;  University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT)
Bouvry, Pascal ;  University of Luxembourg > Faculty of Science, Technology and Communication (FSTC) > Computer Science and Communications Research Unit (CSC)
Dorronsoro, Bernabe
Talbi, El-Ghazali
Language :
English
Title :
Computational Intelligence for Cloud Management Current Trends and Opportunities
Publication date :
21 June 2013
Number of pages :
8
Event name :
Evolutionary Computation (CEC), 2013 IEEE Congress on
Event organizer :
IEEE
Event place :
Cancun, Mexico
Event date :
20-23 June 2013
By request :
Yes
Audience :
International
References of the abstract :
Published in: Evolutionary Computation (CEC), 2013 IEEE Congress on Date of Conference: 20-23 June 2013 Page(s): 1286 - 1293 E-ISBN : 978-1-4799-0452-5 Print ISBN: 978-1-4799-0453-2 INSPEC Accession Number: 13672114 Conference Location : Cancun Digital Object Identifier : 10.1109/CEC.2013.6557713
Name of the research project :
R-AGR-0450-1 > FNR/INTER/CNRS/11/03 : GREEN@CLOUD > > BOUVRY Pascal
Funders :
FNR - Fonds National de la Recherche [LU]
CNRS - Centre National de la Recherche Scientifique [FR]
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since 08 November 2013

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