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DOI: 10.14569/IJACSA.2014.051001
PDF

A GA-Based Replica Placement Mechanism for Data Grid

Author 1: Omar Almomani
Author 2: Mohammad Madi

International Journal of Advanced Computer Science and Applications(IJACSA), Volume 5 Issue 10, 2014.

  • Abstract and Keywords
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Abstract: Data Grid is an infrastructure that manages huge amount of data files, and provides intensive computational resources across geographically distributed collaboration. To increase resource availability and to ease resource sharing in such environment, there is a need for replication services. Data replication is one of the methods used to improve the performance of data access in distributed systems by replicating multiple copies of data files in the distributed sites. Replica placement mechanism is the process of identifying where to place copies of replicated data files in a Grid system. Choosing the best location is not an easy task. Current works find the best location based on number of requests and read cost of a certain file. As a result, a large bandwidth is consumed and increases the computational time. Authors proposed a GA-Based Replica Placement Mechanism (DBRPM) that finds the best locations to store replicas based on five criteria, namely, 1) Read Cost, 2) Storage Cost, 3) Sites’ Workload, and 4) Replication Site.

Keywords: Data Grid; Data replication; distributed systems; Replica placement mechanism; GA-Based Replica Placement Mechanism

Omar Almomani and Mohammad Madi, “A GA-Based Replica Placement Mechanism for Data Grid” International Journal of Advanced Computer Science and Applications(IJACSA), 5(10), 2014. http://dx.doi.org/10.14569/IJACSA.2014.051001

@article{Almomani2014,
title = {A GA-Based Replica Placement Mechanism for Data Grid},
journal = {International Journal of Advanced Computer Science and Applications},
doi = {10.14569/IJACSA.2014.051001},
url = {http://dx.doi.org/10.14569/IJACSA.2014.051001},
year = {2014},
publisher = {The Science and Information Organization},
volume = {5},
number = {10},
author = {Omar Almomani and Mohammad Madi}
}



Copyright Statement: This is an open access article licensed under a Creative Commons Attribution 4.0 International License, which permits unrestricted use, distribution, and reproduction in any medium, even commercially as long as the original work is properly cited.

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