The study of grid task scheduling based on AFSA algorithm

被引:0
|
作者
Chen, Ke [1 ]
Li, San-Si [1 ]
机构
[1] Guangdong Univ Petrochem Technol, Dept Comp Sci & Technol, Maoming, Guangdong, Peoples R China
关键词
grid resources; AFSA; Gridsim; DCC strategy; algorithm simulation;
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper has made a thorough analysis of the artificial school of fish (AFSA) algorithm and has made improvement in view of the algorithm's insufficiency, by creating an improvement algorithm. It is applied in the grid scheduling of resources strategy, seeks one kind by the time to suit in the grid computation environment high performance scheduling of resources strategy. Use of the AFSA algorithm to solve the scheduling of resources question, is advantageous in improving the performance, and simultaneously is also helpful in the further studies to enhance the grid system resources to improve the performance, to seek the new key to the situation for the scheduling of resources question, and to enhance the scheduling of resources to increase the efficiency. This paper has made the improvement algorithm in the Gridsim grid simulation software, and a simulation experiment has been carried out in contrast with other algorithms, indicated that the proposed improvement algorithm has better search ability and convergence rate.
引用
收藏
页码:145 / 151
页数:7
相关论文
共 50 条
  • [41] Heuristic Grid Resource Scheduling Algorithm based on Group of Task and Secondary Distribution
    Zhang, Zhongping
    Feng, Yupeng
    Zhang, Shan
    Sun, Ying
    INTERNATIONAL JOURNAL OF SECURITY AND ITS APPLICATIONS, 2015, 9 (08): : 427 - 438
  • [42] Stable matching mechanism-based grid computing task scheduling algorithm
    Department of Electrical Engineering, Guangxi University, Nanning 530004, China
    不详
    不详
    Xitong Fangzhen Xuebao, 2008, 18 (4878-4880+4888):
  • [43] ENHANCED ANT ALGORITHM BASED LOAD BALANCED TASK SCHEDULING IN GRID COMPUTING
    Sathish, Kuppani
    Reddy, A. Rama Mohan
    INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2008, 8 (10): : 219 - 223
  • [44] Dynamic knowledge-based task scheduling algorithm in simulation grid environment
    Department of Computer Science and Technology, Tsinghua University, Beijing 100084, China
    Jisuanji Yanjiu yu Fazhan, 2008, 2 (261-268): : 261 - 268
  • [45] The anatomy study of high performance task scheduling algorithm for Grid computing system
    Tseng, L. Y.
    Chin, Y. H.
    Wang, S. C.
    COMPUTER STANDARDS & INTERFACES, 2009, 31 (04) : 713 - 722
  • [46] A novel ant colony algorithm for Grid Task Scheduling
    Zhu, Peng
    Zhao, Mingsheng
    He, Tianchi
    Journal of Computational Information Systems, 2010, 6 (03): : 745 - 752
  • [47] A Novel Algorithm Applied to Task Scheduling in Grid Computing
    Wang, Wei
    Luo, Daisheng
    Shu, Wanneng
    Fang, Yong
    INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2009, 5 (01): : 101 - 102
  • [48] An Improved Ant Algorithm for Grid Task Scheduling Strategy
    Wei, Laizhi
    Zhang, Xiaobin
    Li, Yun
    Li, Yujie
    INTERNATIONAL CONFERENCE ON APPLIED PHYSICS AND INDUSTRIAL ENGINEERING 2012, PT C, 2012, 24 : 1974 - 1981
  • [49] An Ant Colony optimal algorithm for task scheduling in Grid
    Huai-Hu, Cao
    Yan-Mei, Zhang
    Wa, Niu
    DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES B-APPLICATIONS & ALGORITHMS, 2007, 14 : 368 - 372
  • [50] An Improved Ant Algorithm for Grid Task Scheduling Strategy
    Wei, Laizhi
    Zhang, Xiaobin
    Li, Yun
    Li, Yujie
    2010 INTERNATIONAL COLLOQUIUM ON COMPUTING, COMMUNICATION, CONTROL, AND MANAGEMENT (CCCM2010), VOL III, 2010, : 747 - 750