Please use this identifier to cite or link to this item: https://hdl.handle.net/11147/6307
Title: A performance and profit oriented data replication strategy for cloud systems
Authors: Tos, Uras
Mokadem, Riad
Hameurlain, Abdelkader
Ayav, Tolga
Bora, Şebnem
Keywords: Cloud computing
Data replication
Economic benefit
Performance guarantees
Issue Date: Jan-2017
Publisher: Institute of Electrical and Electronics Engineers Inc.
Source: Tos, U., Mokadem, R., Hameurlain, A., Ayav, T., and Bora, Ş. (2017, July 18-21). A performance and profit oriented data replication strategy for cloud systems. Paper presented at the 13th IEEE International Conference on Ubiquitous Intelligence and Computing, 13th IEEE International Conference on Advanced and Trusted Computing, 16th IEEE International Conference on Scalable Computing and Communications, IEEE International Conference on Cloud and Big Data Computing, IEEE International Conference on Internet of People and IEEE Smart World Congress and Workshops, UIC-ATC-ScalCom-CBDCom-IoP-SmartWorld 2016. doi: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.
Description: 13th IEEE International Conference on Ubiquitous Intelligence and Computing, 13th IEEE International Conference on Advanced and Trusted Computing, 16th IEEE International Conference on Scalable Computing and Communications, IEEE International Conference on Cloud and Big Data Computing, IEEE International Conference on Internet of People and IEEE Smart World Congress and Workshops, UIC-ATC-ScalCom-CBDCom-IoP-SmartWorld 2016; UICToulouse; France; 18 July 2016 through 21 July 2016
URI: http://doi.org/10.1109/UIC-ATC-ScalCom-CBDCom-IoP-SmartWorld.2016.0125
http://hdl.handle.net/11147/6307
ISBN: 9781509027705
Appears in Collections:Computer Engineering / Bilgisayar Mühendisliği
Scopus İndeksli Yayınlar Koleksiyonu / Scopus Indexed Publications Collection
WoS İndeksli Yayınlar Koleksiyonu / WoS Indexed Publications Collection

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