Implementation of a Data Mining System Based on Grid Computing

Yu Zhen Han

doi:10.4028/www.scientific.net/AMR.433-440.3230

Paper Titles

The Lightening Design of the Off-Road Vehicle Frame
p.3206

A Vision-Based Embedded Control System for Crystal Reorientation and Inspection
p.3211

A Simple Method for Deriving the Formulas of Relativity
p.3218

New Fault-Tolerant Hierarchical Routing Protocol for WSNs
p.3223

Implementation of a Data Mining System Based on Grid Computing
p.3230

Campus Network Security Program Based on Snort Network Security Intrusion Detection System
p.3235

Research on DC-Side Voltage Control of Active Power Filter
p.3241

The Image Process Technology in Fingerprint Identification
p.3247

The Development and Realization of Exam System for VFP Language Course
p.3252

HomeAdvanced Materials ResearchAdvanced Materials Research Vols. 433-440Implementation of a Data Mining System Based on...

Implementation of a Data Mining System Based on Grid Computing

Abstract:

Grid computing is a new and quickly developmental calculation model with the development of Internet technology, focuses on integrating distributed, heterogeneous and idle computers from the Internet to be a service system with high performance. This paper gives a brief introduction of grid computing, and do research on the architecture and implementation of a data mining system based on grid computing, that is DMSGrid, a grid computing data mining applications, not only considers efficient parallel computing as a crucial aspect, but also takes into account dynamic resource configuration and provides an engine to execute the algorithm flow specified in an application.

You might also be interested in these eBooks

View Preview

Info:

Periodical:

Advanced Materials Research (Volumes 433-440)

Pages:

3230-3234

DOI:

https://doi.org/10.4028/www.scientific.net/AMR.433-440.3230

Citation:

Cite this paper

Online since:

January 2012

Authors:

Yu Zhen Han

Keywords:

Architecture, Data Mining (DM), Dynamic Resource Configuration, Grid Computing, Software System Design

Export:

RIS, BibTeX

Price:

Permissions CCC:

Request Permissions

Permissions PLS:

Request Permissions

Сopyright:

Citation:

References

[1] Foster I, Kesselman C. The grid: Blueprint for a new computing infrastructure[M]. San Francisco: Morgan-Kaufman, (1998).

Google Scholar

[2] Zheng Y E, Ma H, Zhang L. A temporal logic based grid workflow model and scheduling scheme[C]/Proceedings of the 6th International Conference on Grid and Cooperative Computing, 2007: 338-345.

DOI: 10.1109/gcc.2007.28

Google Scholar

[3] Zhang L, Ma H, Jiang Y, et al. Gmpi: A grid based mpi framework and its implementation[J]. Journal of Huazhong University of Science and Technology: Nature Science, 2007, 35（2）: 16-19.

Google Scholar

[4] Du N, Wu B, Wang B. A parallel algorithm for enumerating all maximal cliques in complex network[C]/Proceedings of the 6th International Conference on Data Mining Workshop, 2006: 320-324.

DOI: 10.1109/icdmw.2006.17

Google Scholar

[5] Chen P, Wang Y, Wu B, et al. Betweenness research in telecom society network[J]. Journal of Dynamics of Continuous, Discrete and Impulsive Systems（DCDIS）, 2006（6）.

Google Scholar

[6] Han J, Kamber M. Data mining: Concepts and techniques[M]. San Francisco: Morgan-Kaufman, 2000. 190.

Google Scholar