期刊文献+

云计算仿真平台CloudSim在资源分配研究中的应用 被引量:12

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摘要 针对云计算环境的复杂性和资源分配的不确定性,评价云资源的调度分配策略、应用的工作负载都很难实现,墨尔本大学的学者提出的云计算仿真平台CloudSim,可以实现云计算系统的模拟和实验。对ClouSim的体系结构、开发流程进行了研究,在ClouSim平台下实现了云计算资源分配Min-Min算法的仿真,并将仿真结果与Round Robin算法进行比较。结果表明,Min-Min算法的任务最短执行时间和负载平衡性能均优于Round Robin算法。
出处 《软件导刊》 2012年第11期57-59,共3页 Software Guide
基金 国家自然科学基金资助项目(61071093) 南京工业职业技术学院院级资助项目(YK10-02-07)
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参考文献5

  • 1刘鹏.云计算[M]北京:电子工业出版社,2011.
  • 2RAJKUMAR BUYYA,RAJIV RANJAN,RODRIGO N CALHEIROS. Modeling and simulation of scalable cloud computing environments and the cloudSim toolkit:challenges and opportunities[A].Leipzig,2009.
  • 3M ARMBRUST,A FOX,R GRIFFITH. Above the clouds:a berkeley view of cloud computing[Technical Report No:UCB/EECS-2009-28][R].University of California at Berkey,2009.
  • 4RODRIGO N CALHEIROS,RAJIV RANJAN,CéSAR A F DE ROSE. CloudSim:a novel framework for modeling and simulation of cloud computing infrastructures and services[Technical Report No:GRIDS-TR-2009 1][R].the University of Melbourne,2009.
  • 5薛庆吉,李春艳.一个改进的Min-min网格任务调度算法[J].武汉理工大学学报(信息与管理工程版),2009,31(3):379-381. 被引量:4

二级参考文献8

  • 1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
  • 2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
  • 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
  • 4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
  • 5GOLCONDA 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.
  • 6DOGAN 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.
  • 7LI 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.
  • 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.

共引文献3

同被引文献83

  • 1孙瑞锋,赵政文.基于云计算的资源调度策略[J].航空计算技术,2010,40(3):103-105. 被引量:43
  • 2张焕青,张学平,王海涛,刘彦涵.基于负载均衡蚁群优化算法的云计算任务调度[J].微电子学与计算机,2015,32(5):31-35. 被引量:35
  • 3刘少伟,王洁.一种改进的蚁群算法在TSP问题中的应用研究[J].计算机仿真,2007,24(9):155-157. 被引量:10
  • 4Mell P,Grance T.The NIST definition of cloud computing (draft)[S].NIST Special Publication,2011.
  • 5IBM,What is cloud[EB/OL].[2013-07-12].http://www.ibm.com/cloud computing/us/en/what is cloud computing.html.
  • 6Wesley Chun,What is cloud computing[BL].[2013-07-12].https://developers.google.com/appengine/training/intro/whatiscc.
  • 7Cristian Mateos,Elina Pacini,Carlos García Garino.An ACO-inspired algorithm for minimizing weighted flow time in cloudbased parameter sweep experiments[J].Advances in Engineering Software,2013,56:38-50.
  • 8Feller E,Rilling L,Morin C.Energy-aware ant colony based workload placement in clouds[C]//Proceedings of the IEEE/ACM 12th International Conference on Grid Computing.IEEE Computer Society,2011:26-33.
  • 9Babu LD,Krishna PV.Honey bee behavior inspired load balancing of tasks in cloud computing environments[J].Applied Soft Computing,2013,13 (5):2292-2303.
  • 10Calheiros RN,Ranjan R,Beloglazov A,et al.CloudSim:A toolkit for modeling and simulation of cloud computing environments and evaluation of resource provisioning algorithms[J].Software:Practice and Experience,2011,41 (1):23-50.

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二级引证文献42

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