cloud computing; data replication; energy efficiency
Résumé :
[en] Cloud computing is a computing model where users access ICT services and resources without regard to where the services are hosted. Communication resources often become a bottleneck in service provisioning for many cloud applications. Therefore, data replication which brings data (e.g., databases) closer to data consumers (e.g., cloud applications) is seen as a promising solution. In this paper we present models for energy consumption and bandwidth demand of database access in cloud computing datacenter. In addition we propose an energy efficient replication strategy based on the proposed models which results in improved Quality of Service (QoS) with reduced communication delays. The evaluation results obtained with extensive simulations help to unveil performance and energy efficiency tradeoffs as well as guide the design of future data replication solutions.
Disciplines :
Sciences informatiques
Auteur, co-auteur :
Boru, Dejene
KLIAZOVICH, Dzmitry ; University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT)
Granelli, Fabrizio
BOUVRY, Pascal ; University of Luxembourg > Faculty of Science, Technology and Communication (FSTC) > Computer Science and Communications Research Unit (CSC)
Zomaya, Albert Y.
Co-auteurs externes :
yes
Langue du document :
Anglais
Titre :
Models for Efficient Data Replication in Cloud Computing Datacenters
Date de publication/diffusion :
2015
Nom de la manifestation :
IEEE International Conference on Communications (ICC)
Date de la manifestation :
June 2015
Manifestation à portée :
International
Titre de l'ouvrage principal :
IEEE International Conference on Communications (ICC), London, UK, 2015