期刊文献+

基于动态适应度的独立任务调度算法 被引量:4

Independent tasks scheduling algorithm based on dynamic fit degree
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摘要 在分析现有启发式调度算法的优缺点的基础上,综合考虑负载平衡和使尽可能多的任务调度到更适合它的机器上,提出了基于动态适应度(DFD)的调度算法,任务的DFD描述了最早完成时间所在机器对任务的适应程度,本算法以任务的DFD为优先级,优先调度DFD高的任务。与参考文献中其他算法进行比较表明,本算法能产生更好的调度结果。 After analyzing the advantages and disadvantages of the scheduling heuristics in the literature, in order to get better load balance and schedule more tasks to its more suitable machines at the same time, a new scheduling algorithm based on Dynamic Fit Degree (DFD) was put forward. The suitability of the machine with minimum time for finishing the task was described by task's DFD schema. The proposed algorithm used DFD as the priority, and the task with biggest DFD was scheduled first in each step. The simulation results compared with other scheduling algorithms show that the proposed algorithm produces better results.
出处 《计算机应用》 CSCD 北大核心 2006年第12期3001-3003,共3页 journal of Computer Applications
关键词 异构计算系统 独立任务调度 动态适应度 最早完成时间 heterogeneous computing systems independent tasks scheduling dynamic fit degree minimum completion time
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参考文献7

  • 1ARMSTRONG R,HENSGEN D,KIDD T.The relative performance of various mapping algorithms is independent of sizable variances in runtime predictions[A].In 7th IEEE heterogeneous Computing Workshop[C].1998.79-87.
  • 2IBARRA OH,KIM CE.Heuristic algorithms for scheduling independent tasks on nonidentical processors[J].Journal of the ACM,1977,77 (2):280-289.
  • 3FREUND R,GHERRITY M,AMBROSIUS S,et al.Scheduling resources in multi-user,heterogeneous,computing environments with SmartNet[A].In 7th IEEE Heterogeneous Computing Workshop[C].1998.184-199.
  • 4BRAUN T,SIEGEL H,BECK N,et al.A comparison study of static mapping heuristics for a class of meta-tasks on heterogeneous computing systems[A].In 8th IEEE Heterogeneous Computing Workshop[C].1999.15-29.
  • 5桂小林,钱德沛.元计算系统的批模式启发式任务调度算法研究[J].计算机工程,2001,27(12):30-31. 被引量:5
  • 6支青,蒋昌俊.一种双匹配动态调度算法[J].信息与控制,2005,34(5):532-538. 被引量:6
  • 7支青,蒋昌俊.一种适于异构环境的任务调度算法[J].自动化学报,2005,31(6):865-872. 被引量:7

二级参考文献11

  • 1[1]Smarr L,Catlett C E.Metacomputing. Communications of the ACM,1992,35(6):44-52
  • 2[2]Freund R F. Heterogeneous Processing.IEEE Computer, 1993,26(6 ): 13
  • 3[3]Freund R F, Gherrity M. Scheduling Resources in Multi-usez, Heterogeneous,Computing Environments with SmartNet. Proceedings of HCW 98,IEEE CS Press, 1998-03:184-199
  • 4[4]Maheswaran M, Siegel H J.A Dynamic Matching and Scheduling Algorithm for Heterogeneous Computing Systems.Proceedings of HCW'99,IEEE CS Press, 1999:30-44
  • 5Freund R F, Gherrity M, Ambrosius S, et al. Scheduling resources in multi-user,heterogeneous, computing environments with SmartNet [A]. Proceedings of the 7th IEEE Heterogeneous Computing Workshop [C]. San Francisco: IEEE Computer Society Press, 1998. 184~199.
  • 6Muthucumaru M, Shoukat A, Howard J S, et al. Dynamic matching and scheduling of a class of independent tasks onto heterogeneous computing systems [A]. Proceedings of the 8th IEEE Heterogeneous Computing Workshop [ C ]. San Francisco: IEEEComputer Society Press, 1999. 30 ~44.
  • 7Ibarra O H, Kim C E. Heuristic algorithms for scheduling independent tasks on nonidentical processors [J]. Journal of the Association for Computing Machinery, 1977, 24(2): 280 ~289.
  • 8Armstrong R, Hensgen D, Kidd T. The relative performance of various mapping algorithms is independent of sizable variances in run-time predications [A]. Proceedings of the 7th IEEE Heterogeneous Computing Workshop [C]. San Francisco: IEEE Computer Society Press, 1998. 79 ~87.
  • 9Pinedo M. Scheduling: Theory, Algorithms, and Systems [ M].Upper Saddle River, NJ: Prentice Hall, 1995.
  • 10王多强,魏建宾,陈志勇,薛志东.分布式计算系统中的动态调度策略研究[J].华中科技大学学报(自然科学版),2001,29(A01):87-89. 被引量:3

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二级引证文献13

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