Sampling-based tasks scheduling in dynamic grid environment

  • Authors:

  • Kun Gao;Meiqun Liu;Kexiong Chen;Ning Zhou;Jiaxun Chen

  • Affiliations:

  • Information Science and Technology College, Donghua University, P.R.C and Aviation University of Air Force, P.R.C;Administration of Radio Film and Television of Jilin Province, P.R.C;Aviation University of Air Force, P.R.C;Administration of Radio Film and Television of Jilin Province, P.R.C;Information Science and Technology College, Donghua University, P.R.C

  • Venue:
  • SMO'05 Proceedings of the 5th WSEAS international conference on Simulation, modelling and optimization
  • Year:
  • 2005

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Abstract

In this paper, we propose a new solution for data mining task scheduling in Grid environment. First, we propose a sample-based application run time evaluation. Then, we propose a cost model for predicting the data transfer time on Grid. Finally, according the priori estimation of the application response time and the data transfer time, we propose the method for tasks scheduling in grid environment.