A Meta-Heuristic Load Balancer for Cloud Computing Systems

被引：2
|
作者：
Sliwko, Leszek [1 ]
Getov, Vladimir [1 ]
机构：
[1] Univ Westminster, Fac Sci & Technol, London, England
来源：
IEEE 39TH ANNUAL COMPUTER SOFTWARE AND APPLICATIONS CONFERENCE WORKSHOPS (COMPSAC 2015), VOL 3 | 2015年
关键词：
cloud computing; load balancing; meta-heuristic; RESOURCE;
D O I：
10.1109/COMPSAC.2015.223
中图分类号：
TP31 [计算机软件];
学科分类号：
081202 ; 0835 ;
摘要：
This paper introduces a strategy to allocate services on a cloud system without overloading the nodes and maintaining the system stability with minimum cost. We specify an abstract model of cloud resources utilization, including multiple types of resources as well as considerations for the service migration costs. A prototype meta-heuristic load balancer is demonstrated and experimental results are presented and discussed. We also propose a novel genetic algorithm, where population is seeded with the outputs of other meta-heuristic algorithms.
引用
收藏
页码：121 / 126
页数：6
相关论文
共 50 条
  • [1] A Hybrid Meta-Heuristic for Optimal Load Balancing in Cloud Computing
    Annie Poornima Princess, G.
    Radhamani, A. S.
    [J]. JOURNAL OF GRID COMPUTING, 2021, 19 (02)
  • [2] A Hybrid Meta-Heuristic for Optimal Load Balancing in Cloud Computing
    G. Annie Poornima Princess
    A. S. Radhamani
    [J]. Journal of Grid Computing, 2021, 19
  • [3] Load Balancing in Cloud Computing Using Meta-Heuristic Algorithm
    Fahim, Youssef
    Rahhali, Hamza
    Hanine, Mohamed
    Benlahmar, El-Habib
    Labriji, El-Houssine
    Hanoune, Mostafa
    Eddaoui, Ahmed
    [J]. JOURNAL OF INFORMATION PROCESSING SYSTEMS, 2018, 14 (03): : 569 - 589
  • [4] Hybridization of meta-heuristic algorithm for load balancing in cloud computing environment
    Jena, U. K.
    Das, P. K.
    Kabat, M. R.
    [J]. JOURNAL OF KING SAUD UNIVERSITY-COMPUTER AND INFORMATION SCIENCES, 2022, 34 (06) : 2332 - 2342
  • [5] Multi-Objective Load Balancing in Cloud Computing: A Meta-Heuristic Approach
    Kumar, Kethineni Vinod
    Rajesh, A.
    [J]. CYBERNETICS AND SYSTEMS, 2023, 54 (08) : 1466 - 1493
  • [6] A hybrid meta-heuristic algorithm for VM scheduling with load balancing in cloud computing
    Cho, Keng-Mao
    Tsai, Pang-Wei
    Tsai, Chun-Wei
    Yang, Chu-Sing
    [J]. NEURAL COMPUTING & APPLICATIONS, 2015, 26 (06): : 1297 - 1309
  • [7] A hybrid meta-heuristic algorithm for VM scheduling with load balancing in cloud computing
    Keng-Mao Cho
    Pang-Wei Tsai
    Chun-Wei Tsai
    Chu-Sing Yang
    [J]. Neural Computing and Applications, 2015, 26 : 1297 - 1309
  • [8] Towards Sustainable Cloud Computing: Load Balancing with Nature-Inspired Meta-Heuristic Algorithms
    Li, Peiyu
    Wang, Hui
    Tian, Guo
    Fan, Zhihui
    [J]. ELECTRONICS, 2024, 13 (13)
  • [9] Load Balancer as a Service in Cloud Computing
    Rahman, Mazedur
    Iqbal, Samira
    Gao, Jerry
    [J]. 2014 IEEE 8TH INTERNATIONAL SYMPOSIUM ON SERVICE ORIENTED SYSTEM ENGINEERING (SOSE), 2014, : 204 - 211
  • [10] An efficient meta-heuristic resource allocation with load balancing in IoT-Fog-cloud computing environment
    Yakubu I.Z.
    Murali M.
    [J]. Journal of Ambient Intelligence and Humanized Computing, 2023, 14 (03) : 2981 - 2992
12345