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A Performance and Profit Oriented Data Replication Strategy for Cloud System

Tos, Uras and Mokadem, Riad and Hameurlain, Abdelkader and Ayav, Tolga and Bora, Sebnem A Performance and Profit Oriented Data Replication Strategy for Cloud System. (2016) In: 2nd IEEE International Conference on Cloud and Big Data Computing (CBDCom 2016), 18 July 2016 - 21 July 2016 (Toulouse, France).

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Official URL: http://dx.doi.org/10.1109/UIC-ATC-ScalCom-CBDCom-IoP-SmartWorld.2016.0125

Abstract

In today's world, tenants of cloud systems expect timely responses to queries that process ever-increasing sizes of data. However, most cloud providers offer their services without any performance guarantees to their tenants. In this paper we propose a data replication strategy that aims to satisfy performance guarantees for the tenant while ensuring profitability of the cloud provider. Our strategy estimates the response time of the queries, as well as the expenditures that affect the profitability of the cloud provider. The decision of whether to perform replication is determined by the fulfillment of these two criteria. Validity of the proposed strategy is provided by means of a simulation study.

Item Type:Conference or Workshop Item (Paper)
Additional Information:Thanks to IEEE editor. The definitive version is available at http://ieeexplore.ieee.org This papers appears in Proceedings of 2016 International IEEE Conferences UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld. Electronic ISBN: 978-1-5090-2771-2 The original PDF of the article can be found at: http://ieeexplore.ieee.org/document/7816921/ Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
HAL Id:hal-01690142
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Institut National Polytechnique de Toulouse - INPT (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UPS (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
Other partners > Ege University - EGE (TURKEY)
Other partners > Izmir Institute of Technology - IZTECH (TURKEY)
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Funders:
TUBITAK
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Deposited By: IRIT IRIT
Deposited On:10 Jan 2018 16:20

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