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Workflow scheduling in distributed systems under fuzzy environment

journal contribution
posted on 2019-01-01, 00:00 authored by F Xiao, Zili ZhangZili Zhang, Jemal AbawajyJemal Abawajy
© 2019 - IOS Press and the authors. All rights reserved. A well-managed time-constrained workflow scheduling is needed for improving system performance and end user satisfaction. Meanwhile, the intrinsic uncertainty in dynamic systems increases the difficulties of scheduling problem. Therefore, it is a great challenge to improve performance and optimize several objectives simultaneously. To address these issues, a novel workflow scheduling method for distributed systems based on TOPSIS method with fuzzy set is proposed in this paper. The new method can minimize the makespan of the workflow application under uncertain environment. Finally, a numerical example is provided to demonstrate the efficiency of the proposed method.

History

Journal

Journal of Intelligent and Fuzzy Systems

Volume

37

Issue

4

Pagination

5323 - 5333

Publisher

IOS Press

Location

Amsterdam, The Netherlands

ISSN

1064-1246

eISSN

1875-8967

Language

eng

Publication classification

C1 Refereed article in a scholarly journal