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
  • [31] A hybrid meta-heuristic algorithm for scientific workflow scheduling in heterogeneous distributed computing systems
    Shirvani, Mirsaeid Hosseini
    [J]. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2020, 90
  • [32] Meta-Heuristic Optimization techniques in power systems
    Aristidis, Vlachos
    [J]. PROCEEDINGS OF THE 2ND IASME/WSEAS INTERNATIONAL CONFERENCE ON ENERGY & ENVIRONMENT, 2007, : 164 - +
  • [33] Hybrid Meta-heuristic Approach for Workflow Scheduling in IaaS Cloud
    Poonam Singh
    Maitreyee Dutta
    Naveen Aggarwal
    [J]. Arabian Journal for Science and Engineering, 2021, 46 : 9101 - 9113
  • [34] Hybrid Meta-heuristic Approach for Workflow Scheduling in IaaS Cloud
    Singh, Poonam
    Dutta, Maitreyee
    Aggarwal, Naveen
    [J]. ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2021, 46 (09) : 9101 - 9113
  • [35] Analyzing Concrete Cracks' Characteristics Using Meta-heuristic Computing
    Abdelkader, Eslam Mohammed
    Al-Sakkaf, Abobakr
    Alfalah, Ghasan
    [J]. 2021 INTERNATIONAL CONFERENCE ON DECISION AID SCIENCES AND APPLICATION (DASA), 2021,
  • [36] Hybrid meta-heuristic VM load balancing optimization approach
    Yadav, Mala
    Gupta, Sachin
    [J]. JOURNAL OF INFORMATION & OPTIMIZATION SCIENCES, 2020, 41 (02): : 577 - 586
  • [37] Heuristic and Meta-heuristic Workflow Scheduling Algorithms in Multi-Cloud Environments - A Survey
    Nandhakumar, C.
    Ranjithprabhu, K.
    [J]. ICACCS 2015 PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON ADVANCED COMPUTING & COMMUNICATION SYSTEMS, 2015,
  • [38] Design of meta-heuristic computing paradigms for Hammerstein identification systems in electrically stimulated muscle models
    Ammara Mehmood
    Aneela Zameer
    Naveed Ishtiaq Chaudhary
    Sai Ho Ling
    Muhammad Asif Zahoor Raja
    [J]. Neural Computing and Applications, 2020, 32 : 12469 - 12497
  • [39] Design of meta-heuristic computing paradigms for Hammerstein identification systems in electrically stimulated muscle models
    Mehmood, Ammara
    Zameer, Aneela
    Chaudhary, Naveed Ishtiaq
    Ling, Sai Ho
    Raja, Muhammad Asif Zahoor
    [J]. NEURAL COMPUTING & APPLICATIONS, 2020, 32 (16): : 12469 - 12497
  • [40] Scheduling Meta-tasks in Distributed Heterogeneous Computing Systems: A Meta-Heuristic Particle Swarm Optimization Approach
    Izakian, Hesam
    Abraham, Ajith
    Snasel, Vaclav
    [J]. HIS 2009: 2009 NINTH INTERNATIONAL CONFERENCE ON HYBRID INTELLIGENT SYSTEMS, VOL 3, PROCEEDINGS, 2009, : 397 - +
12345