DocumentCode
3459153
Title
Dynamic load balancing of large-scale distributed association rule mining
Author
Tlili, Raja ; Slimani, Yahya
Author_Institution
Dept. of Comput. Sci., Fac. of Sci. of Tunis, El- Manar, Tunisia
fYear
2011
fDate
4-7 Dec. 2011
Firstpage
553
Lastpage
558
Abstract
The focus of this paper is to propose a dynamic load balancing strategy for parallel association rule mining algorithms in the context of a Grid computing environment. This strategy is built upon a distributed model which necessitates small overheads in the communication costs for load updates and for both data and work transfers. It also supports the heterogeneity of the system and it is fault tolerant.
Keywords
data mining; grid computing; parallel processing; resource allocation; communication costs; data transfers; distributed model; dynamic load balancing strategy; fault tolerant; grid computing environment; large-scale distributed association rule mining; load updates; parallel association rule mining algorithms; system heterogeneity; work transfers; Association rules; Heuristic algorithms; Itemsets; Load management; Silicon; Association rules; Dynamic load balancing; Grid computing; Parallel association mining; Performance;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Applications and Industrial Electronics (ICCAIE), 2011 IEEE International Conference on
Conference_Location
Penang
Print_ISBN
978-1-4577-2058-1
Type
conf
DOI
10.1109/ICCAIE.2011.6162196
Filename
6162196
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