A partial replication load balancing algorithm for distributed Data as a Service (DaaS)

Klaithem Al Nuaimi; Nader Mohamed; Mariam Al Nuaimi; Jameela Al-Jaroodi

doi:10.1109/HPCSim.2013.6641390

A partial replication load balancing algorithm for distributed Data as a Service (DaaS)

Klaithem Al Nuaimi, Nader Mohamed, Mariam Al Nuaimi, Jameela Al-Jaroodi

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

3 Citations (Scopus)

Abstract

This paper presents an easy and direct algorithm to solve the issue of load balancing in providing Data as a Service (DaaS) in the Cloud. The algorithm is based on some earlier approach for efficient dual direction data downloading. Our contribution is in solving the issue of the high storage demand when storing replicated data in multiple Cloud nodes. Rather than storing full replicas, our approach devises a model to store partial replicas of the data on multiple distributed Cloud servers. Moreover, we provide a direct method to download this data from multiple Cloud servers by coordinating the download process among the different nodes and different parts of the replicas on the Cloud. We implemented and evaluated our algorithm on the top of the CloudSim toolkit.

Original language	English
Title of host publication	Proceedings of the 2013 International Conference on High Performance Computing and Simulation, HPCS 2013
Pages	35-40
Number of pages	6
DOIs	https://doi.org/10.1109/HPCSim.2013.6641390
Publication status	Published - 2013
Event	2013 11th International Conference on High Performance Computing and Simulation, HPCS 2013 - Helsinki, Finland Duration: Jul 1 2013 → Jul 5 2013

Publication series

Name	Proceedings of the 2013 International Conference on High Performance Computing and Simulation, HPCS 2013

Other

Other	2013 11th International Conference on High Performance Computing and Simulation, HPCS 2013
Country/Territory	Finland
City	Helsinki
Period	7/1/13 → 7/5/13

Keywords

Cloud Computing
DaaS
Data as a Service
cloud data download
load balancing
partial replication

ASJC Scopus subject areas

Applied Mathematics
Modelling and Simulation

Access to Document

10.1109/HPCSim.2013.6641390

Cite this

Nuaimi, K. A., Mohamed, N., Nuaimi, M. A., & Al-Jaroodi, J. (2013). A partial replication load balancing algorithm for distributed Data as a Service (DaaS). In Proceedings of the 2013 International Conference on High Performance Computing and Simulation, HPCS 2013 (pp. 35-40). Article 6641390 (Proceedings of the 2013 International Conference on High Performance Computing and Simulation, HPCS 2013). https://doi.org/10.1109/HPCSim.2013.6641390

A partial replication load balancing algorithm for distributed Data as a Service (DaaS). / Nuaimi, Klaithem Al; Mohamed, Nader; Nuaimi, Mariam Al et al.
Proceedings of the 2013 International Conference on High Performance Computing and Simulation, HPCS 2013. 2013. p. 35-40 6641390 (Proceedings of the 2013 International Conference on High Performance Computing and Simulation, HPCS 2013).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Nuaimi, KA, Mohamed, N, Nuaimi, MA & Al-Jaroodi, J 2013, A partial replication load balancing algorithm for distributed Data as a Service (DaaS). in Proceedings of the 2013 International Conference on High Performance Computing and Simulation, HPCS 2013., 6641390, Proceedings of the 2013 International Conference on High Performance Computing and Simulation, HPCS 2013, pp. 35-40, 2013 11th International Conference on High Performance Computing and Simulation, HPCS 2013, Helsinki, Finland, 7/1/13. https://doi.org/10.1109/HPCSim.2013.6641390

Nuaimi KA, Mohamed N, Nuaimi MA, Al-Jaroodi J. A partial replication load balancing algorithm for distributed Data as a Service (DaaS). In Proceedings of the 2013 International Conference on High Performance Computing and Simulation, HPCS 2013. 2013. p. 35-40. 6641390. (Proceedings of the 2013 International Conference on High Performance Computing and Simulation, HPCS 2013). doi: 10.1109/HPCSim.2013.6641390

Nuaimi, Klaithem Al ; Mohamed, Nader ; Nuaimi, Mariam Al et al. / A partial replication load balancing algorithm for distributed Data as a Service (DaaS). Proceedings of the 2013 International Conference on High Performance Computing and Simulation, HPCS 2013. 2013. pp. 35-40 (Proceedings of the 2013 International Conference on High Performance Computing and Simulation, HPCS 2013).

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A partial replication load balancing algorithm for distributed Data as a Service (DaaS)

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Keywords

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