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一个改进的Min-min网格任务调度算法 被引量:4

An Improved Grid Tasks Scheduling Algorithm Based on Min-min
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摘要 在动态、异构和分布的网格环境中,对网格任务的调度是一个非常复杂、重要且具有挑战性的问题。针对网格环境的动态性特点,在min-min算法的基础上,提出了一个改进的网格任务调度算法,其核心是根据任务和资源的特性将任务映射到相应的节点上执行,并采用模拟器GridSim进行模拟实验。实验结果表明,该算法能降低完成任务的总时间,可有效地保证负载均衡,提升系统资源利用率,具有较好的综合性能。 Scheduling grid tasks onto the dynamic,heterogeneous and distributed grid environments is a complex and challenging issue. According to dynamic characteristic in grids, an improved Min - min scheduling algorithm was presented. The core idea is based on the characteristics of the job and resources to map the task to node. The experiment of the algorithm onto the simulator GridSim was made. The results of the simulation show that the algorithm can reduce the total amount of time while effectively guaranteeing its load balance. It can achieve high system utilization.
出处 《武汉理工大学学报(信息与管理工程版)》 CAS 2009年第3期379-381,390,共4页 Journal of Wuhan University of Technology:Information & Management Engineering
关键词 网格计算 任务调度 效益函数 调度算法 QOS grid computing task scheduling benefit function scheduling algorithm QoS
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参考文献8

  • 1郭立文,杨扬,郭文彩.一种基于QoS的网格服务调度模型[J].计算机应用与软件,2006,23(9):96-97. 被引量:4
  • 2张伟哲,胡铭曾,张宏莉,刘凯鹏.多QoS约束网格作业调度问题的多目标演化算法[J].计算机研究与发展,2006,43(11):1855-1862. 被引量:23
  • 3颜桐,李巍,李云春.计算网格环境下以QoS为指导的启发式任务调度[J].微电子学与计算机,2006,23(10):107-110. 被引量:5
  • 4GOLCONDA K S, OZGUNER F. A comparison of static QoS - based scheduling heuristics for a meta - task with multiple QoS dimensions in heterogeneous computing[C].//Proceedings of the lgth International Parallel and Distributed Processing Symposium. New Mexico: [ s. n. ] ,2004:26 - 30.
  • 5DOGAN A, OZGUNER F. Scheduling of a meta-task with QoS requirements in heterogeneous computing [J]. Journal of Parallel and Distributed Computing, 2006,66(2) :181 - 196.
  • 6LI C I, LI L Y. Optimal multiple QoS resource scheduling in grid computing[ C ].//20th International Conference on Advanced Information Networking and Applications ( AINA 2006 ). Austria : Vienna, 2006 : 240 - 246.
  • 7魏天宇,曾文华,黄宝边.基于Min-Min改进后的网格调度算法[J].计算机应用,2005,25(5):1190-1192. 被引量:32
  • 8FUJIMOTO N, HAGIHARA K A. Comparison among grid scheduling algorithms for independent coarsr -grained tasks[ C].//Proceedings of the 2004 Symposium on Application and the Intemet - Workshops. Washington: [ s. n. ] ,2004:674 -680.

二级参考文献36

  • 1张伟哲,刘欣然,云晓春,张宏莉,胡铭曾,刘凯鹏.信任驱动的网格作业调度算法[J].通信学报,2006,27(2):73-79. 被引量:33
  • 2张伟哲,方滨兴,胡铭曾,张宏莉.基于信任QoS增强的网格服务调度算法[J].计算机学报,2006,29(7):1157-1166. 被引量:51
  • 3MAHESWARAN M, ALI S, SIEGEL HJ,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 (HCW'99)[C]. IEEE Computer Society Press, 1999. 30-44.
  • 4RITCHIE G, LEVINE J. A Fast, Effective Local Search for Scheduling Independent Jobs in Heterogeneous Computing Enviroments[A]. Proceedings of the 22nd Workshop of the UK Planning and Scheduling Special Interest Group (PLANSIG 2003) [C]. 2003.
  • 5WOLSKI R, SPRING N, HAYES J. The Network Weather Service: A Distributed Resource Performance Forecasting Service for Metacomputing[J]. Journal of Future Generation Computing Systems, October, 1999, 15(5-6): 757-768.
  • 6BHARADWAJ V, GHOSE D, ROBERTAZZI TG. Divisible Load Theory: A New Paradigm for Load Scheduling in Distributed Systems[J]. Cluster Comput., 2003, 6(1):7-17.
  • 7XIAOSHAN HE, SUN XH. VON LASZEWSKI G.QoS Guided Min-Min Heuristic for Grid Task Scheduling[J].Journal of Coputer Science & Technology,2003,(5):442-451.
  • 8CASANOVA H. Simgrid: A Toolkit for the Simulation of Application Scheduling[A]. Proceedings of the 1st International Symposium on Cluster Computing and the Grid[C]. 2001.430.
  • 9FOSTER I, KESSELMAN C. The Grid, Blueprint for a New Computing Infrastructure[R]. San Francisco: Morgan Kaufmann Publishers Inc., 1998. 279-309.
  • 10BRAUN TD, SIEGEL HJ, BECK N.A Comparison of Eleven Static Heuristics for Mapping a Class of Independent Tasks onto Heterogeneous Distributed Computing Systems[J].Journal of Parallel and Distributed Computing,2001,61(1):810-837.

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