A Performance and Profit Oriented Data Replication Strategy for Cloud Systems
| Autor: | Tolga Ayav, Abdelkader Hameurlain, Uras Tos, Riad Mokadem, Şebnem Bora |
|---|---|
| Přispěvatelé: | Optimisation Dynamique de Requêtes Réparties à grande échelle (IRIT-PYRAMIDE), Institut de recherche en informatique de Toulouse (IRIT), Université Toulouse 1 Capitole (UT1), Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées-Université Toulouse - Jean Jaurès (UT2J)-Université Toulouse III - Paul Sabatier (UT3), Université Fédérale Toulouse Midi-Pyrénées-Centre National de la Recherche Scientifique (CNRS)-Institut National Polytechnique (Toulouse) (Toulouse INP), Université Fédérale Toulouse Midi-Pyrénées-Université Toulouse 1 Capitole (UT1), Université Fédérale Toulouse Midi-Pyrénées, Izmir Institute of Technology (IZTECH), Ege University - EGE (Izmir, Turkey), Centre National de la Recherche Scientifique - CNRS (FRANCE), Institut National Polytechnique de Toulouse - INPT (FRANCE), Université Toulouse III - Paul Sabatier - UT3 (FRANCE), Université Toulouse - Jean Jaurès - UT2J (FRANCE), Université Toulouse 1 Capitole - UT1 (FRANCE), Ege University - EGE (TURKEY), Izmir Institute of Technology - IZTECH (TURKEY), Institut National Polytechnique de Toulouse - Toulouse INP (FRANCE), TR114453, Tos, Uras, Ayav, Tolga, Izmir Institute of Technology. Computer Engineering |
| Rok vydání: | 2016 |
| Předmět: |
Economic benefit
Data replication Profit (accounting) Operations research Computer science Process (engineering) Performance Cloud computing 02 engineering and technology Computer security computer.software_genre Data modeling 0202 electrical engineering electronic engineering information engineering Théorie de l'information business.industry Bandwidth (signal processing) Performance guarantees Response time Recherche d'information 020207 software engineering Replication (computing) [INFO.INFO-IT]Computer Science [cs]/Information Theory [cs.IT] [INFO.INFO-IR]Computer Science [cs]/Information Retrieval [cs.IR] 020201 artificial intelligence & image processing Profitability index business computer |
| Zdroj: | UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld Proceedings of 2016 International IEEE Conferences UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld 2nd IEEE International Conference on Cloud and Big Data Computing (CBDCom 2016) 2nd IEEE International Conference on Cloud and Big Data Computing (CBDCom 2016), Jul 2016, Toulouse, France. pp. 780-787 |
| DOI: | 10.1109/uic-atc-scalcom-cbdcom-iop-smartworld.2016.0125 |
| Popis: | 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 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. TUBITAK |
| Databáze: | OpenAIRE |
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