A Web-Based Database Management System Supporting Parallel Data Mining Service on PC Clusters

Author

Liang, Tyng-Yeu ; Wang, Siou-Ying ; Chang, Liang-I

Author_Institution

Dept. of Electr. Eng., Nat. Kaohsiung Univ. of Appl. Sci.

Volume

2

fYear

2006

fDate

Aug. 30 2006-Sept. 1 2006

Firstpage

507

Lastpage

510

Abstract

In this study, we develop a database management system which provides users with on-line Web services to build and manage their databases and perform parallel data mining on Internet. We exploit two different programming toolkits, i.e., MPI and DSM to parallelize association rules on PC clusters in order to minimize response time. In addition, we have evaluated the performance of these two programming toolkits on parallelization of data association mining. Our experimental results show that both of MPI and DSM are effective for parallel data association mining while MPI provides a 30~45% performance improvement than DSM

Keywords

Internet; data mining; database management systems; distributed shared memory systems; message passing; parallel processing; workstation clusters; DSM; Internet; MPI; PC cluster; association rule; database management system; distributed shared memory; message passing interface; online Web service; parallel data association mining; programming toolkit; Association rules; Computational efficiency; Computer networks; Concurrent computing; Data mining; Database systems; Decision making; Engineering management; Parallel programming; Web services; DSM; MPI; PC clusters; association rule; web services;

fLanguage

English

Publisher

ieee

Conference_Titel

Innovative Computing, Information and Control, 2006. ICICIC '06. First International Conference on

Conference_Location

Beijing

Print_ISBN

0-7695-2616-0

Type

conf

DOI

10.1109/ICICIC.2006.224

Filename

1692036