DocumentCode
599930
Title
Dynamic Data Replication Scheme in the Cloud Computing Environment
Author
Myunghoon Jeon ; Kwang-Ho Lim ; Hyun Ahn ; Byoung-Dai Lee
Author_Institution
Dept. of Comput. Sci., Kyonggi Univ., Suwon, South Korea
fYear
2012
fDate
3-4 Dec. 2012
Firstpage
40
Lastpage
47
Abstract
In the cloud computing environment, data replication strategy (DRS) is used to improve data access. Related studies have proposed data replication strategies. The performances of these strategies are closely related to the users´ access patterns, and work optimally for a particular data access pattern. However, as the data access patterns become more flexible and unpredictable, it is difficult to manage them with traditional replication strategies. Given this circumstance, this paper proposes an algorithm that detects changes in a user´s data access pattern and dynamically applies an optimal replication strategy. The proposed algorithm has the advantage of maintaining an optimal performance by responding to various data access patterns. We tested the proposed algorithm and validated its effectiveness.
Keywords
cloud computing; information retrieval; pattern recognition; DRS; cloud computing environment; dynamic data replication scheme; optimal performance; optimal replication strategy; user data access pattern change detection; Cloud computing; Computer architecture; Data models; Heuristic algorithms; History; Memory; Switches;
fLanguage
English
Publisher
ieee
Conference_Titel
Network Cloud Computing and Applications (NCCA), 2012 Second Symposium on
Conference_Location
London
Print_ISBN
978-1-4673-5581-0
Type
conf
DOI
10.1109/NCCA.2012.10
Filename
6472457
Link To Document