DocumentCode
7503
Title
Data Replication Approach with Consistency Guarantee for Data Grid
Author
Abawajy, Jemal H. ; Deris, Mustafa Mat
Author_Institution
Deakin Univ., Geelong, VIC, Australia
Volume
63
Issue
12
fYear
2014
fDate
Dec. 2014
Firstpage
2975
Lastpage
2987
Abstract
Data grids have been adopted by many scientific communities that need to share, access, transport, process, and manage geographically distributed large data collections. Data replication is one of the main mechanisms used in data grids whereby identical copies of data are generated and stored at various distributed sites to either improve data access performance or reliability or both. However, when data updates are allowed, it is a great challenge to simultaneously improve performance and reliability while ensuring data consistency of such huge and widely distributed data. In this paper, we address this problem. We propose a new quorum-based data replication protocol with the objectives of minimizing the data update cost, providing high availability and data consistency. We compare the proposed approach with two existing approaches using response time, data consistency, data availability, and communication costs. The results show that the proposed approach performs substantially better than the benchmark approaches.
Keywords
Big Data; data integrity; grid computing; information retrieval; reliability; big data; data access performance; data availability; data consistency; data grids; data replication approach; data update cost; geographically distributed large data collections; quorum-based data replication protocol; reliability; response time; Big data; Data models; Data replication; Distributed databases; Time factors; Data grid; availability; big data; data constancy; data replication; reliability;
fLanguage
English
Journal_Title
Computers, IEEE Transactions on
Publisher
ieee
ISSN
0018-9340
Type
jour
DOI
10.1109/TC.2013.183
Filename
6598664
Link To Document