Chapter 14. Data Pre-Processing Using OGSA-DAI

  1. Werner Dubitzky
  1. Martin Swain2 and
  2. Neil P. Chue Hong1

Published Online: 22 JUN 2009

DOI: 10.1002/9780470699904.ch14

Data Mining Techniques in Grid Computing Environments

Data Mining Techniques in Grid Computing Environments

How to Cite

Swain, M. and Chue Hong, N. P. (2008) Data Pre-Processing Using OGSA-DAI, in Data Mining Techniques in Grid Computing Environments (ed W. Dubitzky), John Wiley & Sons, Ltd, Chichester, UK. doi: 10.1002/9780470699904.ch14

Editor Information

  1. Biomedical Sciences Research Institute, University of Ulster, Coleraine, United Kingdom

Author Information

  1. 1

    EPCC, The University of Edinburgh, Edinburgh, United Kingdom

  2. 2

    Biomedical Sciences Research Institute, University of Ulster, Coleraine, United Kingdom

Publication History

  1. Published Online: 22 JUN 2009
  2. Published Print: 14 NOV 2008

ISBN Information

Print ISBN: 9780470512586

Online ISBN: 9780470699904

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Keywords:

  • data pre-processing and data management;
  • Open Grid Services Architecture – Data Access and Integration (OGSA-DAI) software;
  • OGSA-DAI data pre-processing;
  • OGSA-DAI and data mining application;
  • asynchronous delivery and data resources;
  • OGSA-DAI clients and distributed P-found database integration;
  • Storage Resource Broker (SRB);
  • effective data management functionality

Summary

This chapter contains sections titled:

  • Introduction

  • Data pre-processing for grid-enabled data mining

  • Using OGSA-DAI to support data mining applications

  • Data pre-processing scenarios in data mining applications

  • State-of-the-art solutions for grid data management

  • Discussion

  • Open Issues

  • Conclusions

  • References