Ant algorithm based load balancing for network sessions

被引：0
|
作者：
Qi, Bing [1 ]
Zhao, Chunhui [1 ]
机构：
[1] North China Elect Power Univ, Sch Elect & Elect Engn, Beijing, Peoples R China
来源：
ICNC 2007: THIRD INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION, VOL 4, PROCEEDINGS | 2007年
关键词：
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：
This paper presents a multiple-ant-colony load balancing algorithm (antBalance) for the resources allocation within network sessions. Combined ant colony algorithm with dynamic load balancing in the network traffic engineering, the algorithm further extends the basic ant colony to multiple ones with dynamic pheromone release design. By influencing the ant colony pheromone with each other, each ant in one ant colony not only strengthens the pheromone of the same colony, but also weakens that of the other colonies in the paths. amBalance tries to allocate ants to different paths fairly to avoid traffic congestion in some certain paths. Besides analyzing the effective control of the pheromone, compared with basic ant algorithm, simulation experiments illustrate that antBalance achieves better resources allocation performance in terms of path bandwidth utilization, session delay and session packet loss.
引用
收藏
页码：771 / +
页数：2
相关论文
共 50 条
  • [1] Research on SDN Load Balancing based on Ant Colony Optimization Algorithm
    Li, Jingmei
    Yang, Linfeng
    Wang, Jiaxiang
    Yang, Shuang
    [J]. PROCEEDINGS OF 2018 IEEE 4TH INFORMATION TECHNOLOGY AND MECHATRONICS ENGINEERING CONFERENCE (ITOEC 2018), 2018, : 979 - 982
  • [2] Research on Dynamic and Static Load Balancing Algorithm Based on Improved Ant Colony Algorithm
    Yue, Haojie
    Yi, Guohong
    [J]. 2023 THE 6TH INTERNATIONAL CONFERENCE ON ROBOT SYSTEMS AND APPLICATIONS, ICRSA 2023, 2023, : 248 - 254
  • [3] An Improved Load Balancing Algorithm Based on Neural Network
    Song, Rui
    Huang, Hongqiong
    [J]. CYBER SECURITY INTELLIGENCE AND ANALYTICS, 2020, 928 : 730 - 736
  • [4] Virtual Network Mapping Algorithm Based on Load Balancing
    Jiang, Ming
    Tang, Xijie
    Zhang, Min
    Li, Ziyang
    [J]. INTERNATIONAL JOURNAL OF GRID AND DISTRIBUTED COMPUTING, 2016, 9 (09): : 419 - +
  • [5] Load balancing strategy and ant optimization algorithm for grids
    Chen, Yi-Xiong
    Wu, Zhong-Fu
    Zhu, Zheng-Zhou
    [J]. Chongqing Daxue Xuebao/Journal of Chongqing University, 2010, 33 (10): : 102 - 109
  • [6] The Load Balancing Research of SDN based on Ant Colony Algorithm with Job Classification
    Lin, Wucai
    Zhang, Lichen
    [J]. PROCEEDINGS OF THE 2016 2ND WORKSHOP ON ADVANCED RESEARCH AND TECHNOLOGY IN INDUSTRY APPLICATIONS, 2016, 81 : 472 - 476
  • [7] Data Center Load Balancing Technology based on Ant Colony Optimization Algorithm
    Zhao, Qiang
    Jin, Lin
    Feng, Jianpeng
    [J]. INTERNATIONAL CONFERENCE ON COMPUTATIONAL AND INFORMATION SCIENCES (ICCIS 2014), 2014, : 1138 - 1143
  • [8] Ant Colony Optimization Task Scheduling Algorithm for SWIM Based on Load Balancing
    Li, Gang
    Wu, Zhijun
    [J]. FUTURE INTERNET, 2019, 11 (04):
  • [9] Research on Load balancing Algorithm Based on MSTP In Dynamic Network
    Wang Hui
    Wang Zhongsheng
    [J]. 2012 INTERNATIONAL CONFERENCE ON INDUSTRIAL CONTROL AND ELECTRONICS ENGINEERING (ICICEE), 2012, : 330 - 334
  • [10] Multicast Routing Algorithm Balancing Network Load Based on Immune Genetic Algorithm
    Lin, Na
    Chen, Xiangyu
    [J]. 2011 7TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING (WICOM), 2011,
12345