Task Scheduling in Distributed Environment Using Genetic Algorithm

被引:0
|
作者
Sadeghzadeh, Mehdi [1 ]
机构
[1] Islamic Azad Univ, Dept Comp, Mahshahr Branch, 18,Farhangestan2 Alley,Araghi St,Akhavan St,Pasda, Tehran, Iran
关键词
Task scheduling; Genetic algorithm; Distributed environment; SYSTEMS;
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
In the multiprocessor system, scheduling is a major issue in their operation, which is also an important problem in other area such as manufacturing, process control, economics, operation research and, etc. An efficient scheduling that minimizes the entire run time and also average of response time is vital for achieving a high performance. Solving this problem is very hard and many attempts have been made to solve the prolem, using classical algorithms and intelligent methods. In this paper, an intelligent method has been proposed based on genetic algorithm that has better performance than classical algorithms. The optimal scheduling was presented by the best chromosome in last generation.
引用
收藏
页码:118 / +
页数:3
相关论文
共 50 条
  • [1] Task scheduling in distributed computing systems with a genetic algorithm
    Woo, SH
    Yang, SB
    Kim, SD
    Han, TD
    [J]. HIGH PERFORMANCE COMPUTING ON THE INFORMATION SUPERHIGHWAY - HPC ASIA '97, PROCEEDINGS, 1997, : 301 - 305
  • [2] Task scheduling in distributed computing systems with a genetic algorithm
    Woo, Sung-Ho
    Yang, Sung-Bong
    Kim, Shin-Dug
    Han, Tack-Don
    [J]. Proceedings of the Conference on High Performance Computing on the Information Superhighway, HPC Asia'97, 1997, : 301 - 305
  • [3] A genetic algorithm for task scheduling in network computing environment
    Liu, DM
    Li, YX
    Yu, MZ
    [J]. FIFTH INTERNATIONAL CONFERENCE ON ALGORITHMS AND ARCHITECTURES FOR PARALLEL PROCESSING, PROCEEDINGS, 2002, : 126 - 129
  • [4] An Improved Genetic Algorithm for Task Scheduling in Distributed Computing System
    Cui, Shuhao
    Zhang, Hua
    [J]. PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND ENGINEERING APPLICATIONS, 2016, 63 : 218 - 222
  • [5] CPU Task Scheduling using Genetic Algorithm
    Kaur, Abhineet
    Khehra, Baljit Singh
    [J]. 2015 IEEE 3RD INTERNATIONAL CONFERENCE ON MOOCS, INNOVATION AND TECHNOLOGY IN EDUCATION (MITE), 2015, : 66 - 71
  • [6] Distributed task scheduling and allocation using genetic algorithms
    Engineering Design Centre, Dept. of Marine Technology, University of Newcastle, Newcastle-upon-Tyne NE1 7RU, United Kingdom
    [J]. Comput Ind Eng, 1 (47-50):
  • [7] Distributed task scheduling and allocation using genetic algorithms
    Todd, D
    Sen, P
    [J]. COMPUTERS & INDUSTRIAL ENGINEERING, 1999, 37 (1-2) : 47 - 50
  • [8] Task scheduling in grid environment based on immune genetic algorithm
    Chen, Ting-Wei
    Zhang, Bin
    Hao, Xian-Wen
    [J]. Dongbei Daxue Xuebao/Journal of Northeastern University, 2007, 28 (03): : 329 - 332
  • [9] An Algorithm for Task Scheduling in Heterogeneous Distributed Systems Using Task Duplication
    Agrawal, Amrit
    Chaudhuri, Pranay
    [J]. INTERNATIONAL JOURNAL OF GRID AND HIGH PERFORMANCE COMPUTING, 2011, 3 (01) : 89 - 97
  • [10] Task scheduling algorithm for distributed environment based on signal-driven
    Xin, Yu
    Yang, Jing
    Xie, Zhi-Qiang
    [J]. Tongxin Xuebao/Journal on Communications, 2015, 36 (07):