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Algorithm Research & Explore
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440-443

Hybrid load balancing algorithm based on osmotic artificial bee colony and ant colony optimization

Hou Xiang
Yang Chengfu
Liu Dujin
School of Intelligent Manufacturing, Sichuan University of Arts & Science, Dazhou Sichuan 635000, China

Abstract

Aiming at the low efficiency and high energy consumption of virtual machine migration in the current cloud computing load balancing scheduling process, this paper proposed a hybrid load balancing algorithm based on osmotic artificial bee colony and ant colony. The algorithm combined chemical permeation behavior with bio-inspired load balancing algorithm to apply the osmotic technique to load balancing while making full use of the advantages of both artificial bee colony and ant colony optimization algorithms. Because the osmotic technology supported the automatic deployment of virtual machines migrated through the cloud infrastructure, it overcame the shortcomings of the existing bionic algorithms in realizing the load balancing between physical machines and improved the migration efficiency. The experimental results show that compared with the exis-ting load balancing algorithm, the proposed algorithm has significantly improved the migration performance.

Foundation Support

四川省哲学社会科学重点研究基地、四川省教育厅人文社会科学重点研究基地——四川革命老区发展研究中心资助项目(SLQ2019B-26)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2019.11.0658
Publish at: Application Research of Computers Printed Article, Vol. 38, 2021 No. 2
Section: Algorithm Research & Explore
Pages: 440-443
Serial Number: 1001-3695(2021)02-021-0440-04

Publish History

[2021-02-05] Printed Article

Cite This Article

侯翔, 杨成福, 刘笃晋. 基于渗透式人工蜂群与蚁群优化混合的负载平衡算法 [J]. 计算机应用研究, 2021, 38 (2): 440-443. (Hou Xiang, Yang Chengfu, Liu Dujin. Hybrid load balancing algorithm based on osmotic artificial bee colony and ant colony optimization [J]. Application Research of Computers, 2021, 38 (2): 440-443. )

About the Journal

  • Application Research of Computers Monthly Journal
  • Journal ID ISSN 1001-3695
    CN  51-1196/TP

Application Research of Computers, founded in 1984, is an academic journal of computing technology sponsored by Sichuan Institute of Computer Sciences under the Science and Technology Department of Sichuan Province.

Aiming at the urgently needed cutting-edge technology in this discipline, Application Research of Computers reflects the mainstream technology, hot technology and the latest development trend of computer application research at home and abroad in a timely manner. The main contents of the journal include high-level academic papers in this discipline, the latest scientific research results and major application results. The contents of the columns involve new theories of computer discipline, basic computer theory, algorithm theory research, algorithm design and analysis, blockchain technology, system software and software engineering technology, pattern recognition and artificial intelligence, architecture, advanced computing, parallel processing, database technology, computer network and communication technology, information security technology, computer image graphics and its latest hot application technology.

Application Research of Computers has many high-level readers and authors, and its readers are mainly senior and middle-level researchers and engineers engaged in the field of computer science, as well as teachers and students majoring in computer science and related majors in colleges and universities. Over the years, the total citation frequency and Web download rate of Application Research of Computers have been ranked among the top of similar academic journals in this discipline, and the academic papers published are highly popular among the readers for their novelty, academics, foresight, orientation and practicality.


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