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Authors: Awatif Ragmani ; Amina El Omri ; Noreddine Abghour ; Khalid Moussaid and Mohamed Rida

Affiliation: Faculty of Sciences Ain-Chock and Hassan II University of Casablanca, Morocco

Keyword(s): Cloud Computing, Service Level Agreement, Energy Efficiency, Virtual Machine Consolidation, Fuzzy Logic.

Abstract: Cloud computing has several features including elasticity and economy of scale that have allowed it to find several uses in scientific, economic and industrial fields. However, the Cloud model relies heavily on the architecture of the data centers that host the Cloud services. To date, these data centers consume huge quantities of electrical energy in order to ensure the operation of both computer equipment and auxiliary equipment such as cooling systems. In order to reduce the environmental and economic impact of this energy consumption, several initiatives have emerged especially in the context of Green computing. Through this article, we propose a Cloud architecture that includes a service level agreement negotiation module based on the concept of fuzzy logic. The proposed solution aims to introduce a virtual machine consolidation policy in order to complete a global three-tier architecture. The final solution includes different modules of load balancing and scheduling based on fu zzy logic, metaheuristic and Map reduce algorithms in order to optimize both energy efficiency, response time and cost of Cloud services. (More)

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Paper citation in several formats:
Ragmani, A.; El Omri, A.; Abghour, N.; Moussaid, K. and Rida, M. (2018). A Novel Green Service Level Agreement for Cloud Computing using Fuzzy Logic. In Proceedings of the 8th International Conference on Cloud Computing and Services Science - CLOSER; ISBN 978-989-758-295-0; ISSN 2184-5042, SciTePress, pages 658-665. DOI: 10.5220/0006815506580665

@conference{closer18,
author={Awatif Ragmani. and Amina {El Omri}. and Noreddine Abghour. and Khalid Moussaid. and Mohamed Rida.},
title={A Novel Green Service Level Agreement for Cloud Computing using Fuzzy Logic},
booktitle={Proceedings of the 8th International Conference on Cloud Computing and Services Science - CLOSER},
year={2018},
pages={658-665},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006815506580665},
isbn={978-989-758-295-0},
issn={2184-5042},
}

TY - CONF

JO - Proceedings of the 8th International Conference on Cloud Computing and Services Science - CLOSER
TI - A Novel Green Service Level Agreement for Cloud Computing using Fuzzy Logic
SN - 978-989-758-295-0
IS - 2184-5042
AU - Ragmani, A.
AU - El Omri, A.
AU - Abghour, N.
AU - Moussaid, K.
AU - Rida, M.
PY - 2018
SP - 658
EP - 665
DO - 10.5220/0006815506580665
PB - SciTePress