A hybrid model for improving response time in distributed data mining

IEEE Trans Syst Man Cybern B Cybern. 2004 Dec;34(6):2466-79. doi: 10.1109/tsmcb.2004.836885.

Abstract

This paper presents a hybrid distributed data mining (DDM) model for optimization of response time. The model combines a mobile agent approach with client server strategies to reduce the overall response time. The hybrid model proposes and develops accurate a priori estimates of the computation and communication components of response time as the costing strategy to support optimization. Experimental evaluation of the hybrid model is presented.

Publication types

  • Comparative Study
  • Evaluation Study

MeSH terms

  • Algorithms*
  • Artificial Intelligence*
  • Computer Communication Networks*
  • Computer Simulation
  • Database Management Systems*
  • Databases, Factual*
  • Information Dissemination / methods
  • Information Storage and Retrieval / methods*
  • Models, Theoretical*
  • Online Systems
  • Pattern Recognition, Automated / methods
  • Time Factors