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Author:

Xu, X. (Xu, X..) | Xiao, C. (Xiao, C..) | Tian, G. (Tian, G..) | Sun, T. (Sun, T..)

Indexed by:

Scopus PKU CSCD

Abstract:

An algorithm on concurrent scheduling multiple complex workflows sharing the distributed heterogeneous resources was proposed to effectively improve the utilization. First, a reverse heterogeneous earliest finish time (HEFT) scheduling policy was proposed, which can quickly get the latest start time (LST) and sub-deadline for each task. Based on LST, a new relative loose degree metrics was defined for all the highest priority tasks in each workflow. By comparing them, the current task to be scheduled was selected and then mapped to the slot with the earliest finish time in all resources. If the resources were not enough, oversaturated workflows can be rapidly determined in accordance with sub-deadline, and such workflow scheduled alone by HEFT algorithm with the minimum idle slot time is reasonably discarded to maximize workflows throughput. Experimental results show that this algorithm has better comprehensive performance about throughput, waste time slot, fairness and time complexity than the other three algorithms. © 2017, Editorial Department of Journal of Beijing University of Technology. All right reserved.

Keyword:

Multiple workflows concurrent scheduling; Relative loose degree; The latest start time (LST) of each task; Throughout capacity

Author Community:

  • [ 1 ] [Xu, X.]College of Computer Science, Beijing University of Technology, Beijing, 100124, China
  • [ 2 ] [Xu, X.]College of Management Engineering, Shandong Jianzhu University, Jinan, 370101, China
  • [ 3 ] [Xiao, C.]College of Computer Science, Beijing University of Technology, Beijing, 100124, China
  • [ 4 ] [Tian, G.]Department of Computer Information and Engineering, Changzhou Institute of Technology, Changzhou, Jiangsu 213002, China
  • [ 5 ] [Sun, T.]College of Computer Science, Beijing University of Technology, Beijing, 100124, China

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Source :

Journal of Beijing University of Technology

ISSN: 0254-0037

Year: 2017

Issue: 3

Volume: 43

Page: 376-385

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 4

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