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Distributed load balancing method for CCA parallel component applications

Peng Yunfeng1
Liu Jialei2a,2b
Shi Congming1
Gao Guowei1
1. School of Software Engineering, Anyang Normal University, Anyang Henan 455000, China
2. a. School of Computer Engineering, b. Hubei Key Laboratory of Power System Design & Test for Electrical Vehicle, Hubei University of Arts & Science, Xiangyang Hubei 441053, China

Abstract

Existing parallel component applications use static or centralized dynamic load balancing strategy, and the performance optimization effect is not satisfactory. This paper analyzed the running mechanism of CCA (Common Component Architecture) parallel component applications, and proposed a dynamic and distributed load balancing method. The method established a class library for computing nodes using an object-oriented mechanism based approach. It managed the dependency relationships between different parallel component calls through data flow analysis, and assigned parallel component instances that do not have dependencies to different computing nodes on the computing platform as tasks that can be executed in parallel. Experiments have shown that compared to existing static or centralized load balancing strategies, it can better utilize computing resources while avoiding bottleneck effects that may be caused by management nodes, with smaller load balancing costs, can achieve better performance, and has good scalability.

Foundation Support

河南省重点研发与推广专项(科技攻关)(242102210179,232102210026,232102210036)
高原与盆地暴雨旱涝灾害四川省重点实验室开放研究基金项目(SZKT202104)
安阳市科技计划项目(科技攻关)(2021C01GX015,2022C01NY020)
湖北省自然科学基金计划(一般面上项目)(2023AFB585)
湖北省科技重大专项项目(2023BCA006)
湖北省优势特色智能与新能源汽车学科群

Publish Information

DOI: 10.19734/j.issn.1001-3695.2024.04.0159
Publish at: Application Research of Computers Accepted Paper, Vol. 41, 2024 No. 12

Publish History

[2024-09-11] Accepted Paper

Cite This Article

彭云峰, 刘家磊, 石聪明, 等. CCA并行构件程序分布式负载均衡方法 [J]. 计算机应用研究, 2024, 41 (12). (2024-09-11). https://doi.org/10.19734/j.issn.1001-3695.2024.04.0159. (Peng Yunfeng, Liu Jialei, Shi Congming, et al. Distributed load balancing method for CCA parallel component applications [J]. Application Research of Computers, 2024, 41 (12). (2024-09-11). https://doi.org/10.19734/j.issn.1001-3695.2024.04.0159. )

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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