Association rule mining and load balancing strategy in grid systems
Joint Authors
Senhadji, Sarra
Khayyat, Salim
Bil Bashir, Hafizah
Source
The International Arab Journal of Information Technology
Issue
Vol. 11, Issue 4 (31 Jul. 2014)7 p.
Publisher
Publication Date
2014-07-31
Country of Publication
Jordan
No. of Pages
7
Main Subjects
Information Technology and Computer Science
Topics
Abstract EN
The parallel and distributed systems represent one of the important solutions proposed to ameliorate the performance of the sequential association rule mining algorithms.
However, parallelization and distribution process is not trivial and still facing many problems of synchronization, communication and workload balancing.
Our study is limited to the workload balancing problem.
In this paper we propose a dynamic load balancing strategy of association rule mining algorithm under a grid environment.
This strategy is built upon a hierarchical grid model with three levels Super Coordinator, Coordinator, processing nodes.
The main objective of our strategy is to ameliorate the performances of the distributed association rule mining algorithm (APRIORI).
American Psychological Association (APA)
Senhadji, Sarra& Khayyat, Salim& Bil Bashir, Hafizah. 2014. Association rule mining and load balancing strategy in grid systems. The International Arab Journal of Information Technology،Vol. 11, no. 4.
https://search.emarefa.net/detail/BIM-334373
Modern Language Association (MLA)
Senhadji, Sarra…[et al.]. Association rule mining and load balancing strategy in grid systems. The International Arab Journal of Information Technology Vol. 11, no. 4 (Jul. 2014).
https://search.emarefa.net/detail/BIM-334373
American Medical Association (AMA)
Senhadji, Sarra& Khayyat, Salim& Bil Bashir, Hafizah. Association rule mining and load balancing strategy in grid systems. The International Arab Journal of Information Technology. 2014. Vol. 11, no. 4.
https://search.emarefa.net/detail/BIM-334373
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-334373