A reliable scheduling method in equipment grid using provenance information

  • Authors:
  • Yuexuan Wang;Jie Yin

  • Affiliations:
  • Institute for Theoretical Computer Science, Tsinghua University, Beijing, China 100084;National CIMS Engineering and Research Center, Tsinghua University, Beijing, China 100084

  • Venue:
  • Information Systems Frontiers
  • Year:
  • 2013

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Abstract

Scheduling resources in grid is an open difficult problem due to resource fluctuations. A fuzzy scheduling method using provenance information is proposed. In this method, resource dispatch probability is dynamically adjusted according to user feedback information, which is user appreciation information represented by fuzzy variables. To minimize the influence of cheating, collusive and decrying of user appreciations, provenance information is used to estimate trust factor of each user appreciation during resource dispatch probability adjustment process. Simulation results confirm capability of the proposed method to effectively reduce impacts of malicious user appreciations and increase user satisfactions.