Research of Grid Resource Scheduling Based on Improved Ant Colony Algorithm

被引：0
|
作者：
Liu, Dan [1 ]
Ma, Shi-xia [1 ]
Guo, Zu-hua [1 ]
Wang, Xiu-lan [1 ]
机构：
[1] Henan Mechan & Elect Engn Coll, Dept Comp Sci, Xinxiang, Henan, Peoples R China
来源：
INFORMATION COMPUTING AND APPLICATIONS, PT 2 | 2012年 / 308卷
关键词：
Resource Scheduling; Ant Colony Algorithm; Pheromone;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
The efficiency of present grid resource scheduling strategy is low, which makes the speed of resource scheduling slow. A grid resource scheduling algorithm based on improved ant colony algorithm was proposed to solve the problem in this paper. This algorithm took the feedback suggestion after resource scheduling as the basis for updating successive resource. At the same time, the algorithm designed the local pheromone updating mechanism. These pheromones would be used as the basis for performing successive task and provided with optimal path for performing successive task. The experimental results show that the algorithm not only has a better scheduling performance, but also improve the efficiency of scheduling so as to reduce the time of resource scheduling.
引用
收藏
页码：480 / 487
页数：8
相关论文
共 50 条
  • [1] Research on Grid Resource Scheduling Strategy Based on Ant Colony Algorithm
    Liu, Aihong
    [J]. EIGHTH WUHAN INTERNATIONAL CONFERENCE ON E-BUSINESS, VOLS I-III, 2009, : 824 - 829
  • [2] Research on the Application of Ant Colony Algorithm in Grid Resource Scheduling
    Tang, Bing
    Yin, Yingying
    Liu, Quan
    Zhou, Zude
    [J]. 2008 4TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING, VOLS 1-31, 2008, : 5694 - 5697
  • [3] BASED ON ANT COLONY ALGORITHM GRID RESOURCES SCHEDULING RESEARCH
    Yong, Chen
    Xing, We
    [J]. 2011 3RD INTERNATIONAL CONFERENCE ON COMPUTER TECHNOLOGY AND DEVELOPMENT (ICCTD 2011), VOL 3, 2012, : 649 - 653
  • [4] Research and Simulation of Space-based Resource Scheduling Based on Improved Ant Colony Algorithm
    Geng, Rong
    Zhang, Zhao
    Niu, Tian-Shui
    Wang, Yu-Fei
    [J]. Dongbei Daxue Xuebao/Journal of Northeastern University, 2023, 44 (02): : 168 - 176
  • [5] Optimization of Radar Resource Scheduling Based on Improved Ant Colony Algorithm
    Huang, Z. X.
    Hu, S. C.
    Zhang, B. K.
    Liu, Y. X.
    He, S.
    Li, W. B.
    [J]. 2022 IEEE MTT-S INTERNATIONAL MICROWAVE WORKSHOP SERIES ON ADVANCED MATERIALS AND PROCESSES FOR RF AND THZ APPLICATIONS, IMWS-AMP, 2022,
  • [6] GRID TASK SCHEDULING RESEARCH BASED ON ANT COLONY HYBRID ALGORITHM
    Wei Xian-Min
    [J]. 4TH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTER THEORY AND ENGINEERING ( ICACTE 2011), 2011, : 595 - 597
  • [7] Resource scheduling based on ant colony optimization algorithm in grid computing environments
    Chen, Lei
    [J]. Information Technology Journal, 2013, 12 (24) : 8010 - 8014
  • [8] Library Electronic Resource Scheduling Research based on Ant Colony Algorithm
    Ge, JunWei
    Cheng, Xinxiu
    Fang, Yiqiu
    [J]. PROCEEDINGS OF THE FIRST INTERNATIONAL CONFERENCE ON INFORMATION SCIENCES, MACHINERY, MATERIALS AND ENERGY (ICISMME 2015), 2015, 126 : 879 - 882
  • [9] An Improved Ant Colony Algorithm for Independent Tasks Scheduling of Grid
    Zhu, Youchan
    Wei, Qiujuan
    [J]. 2010 2ND INTERNATIONAL CONFERENCE ON COMPUTER AND AUTOMATION ENGINEERING (ICCAE 2010), VOL 2, 2010, : 566 - 569
  • [10] Resource Scheduling for HF Reception based on Improved Ant Colony Optimization Algorithm
    Liu, Yang
    Wang, Lunwen
    [J]. 2017 IEEE 2ND ADVANCED INFORMATION TECHNOLOGY, ELECTRONIC AND AUTOMATION CONTROL CONFERENCE (IAEAC), 2017, : 2266 - 2270
12345