文艳, 李帅, 刘明林, 房牧, 文祥宇, 李建修. 基于云边端协同的智能终端高并发接入管理方法[J]. 现代电力. DOI: 10.19725/j.cnki.1007-2322.2023.0202
引用本文: 文艳, 李帅, 刘明林, 房牧, 文祥宇, 李建修. 基于云边端协同的智能终端高并发接入管理方法[J]. 现代电力. DOI: 10.19725/j.cnki.1007-2322.2023.0202
WEN Yan, LI Shuai, LIU Minglin, FANG Mu, WEN Xiangyu, LI Jianxiu. Cloud-edge-end Collaboration-based High-concurrency Access Management Method for Smart Devices[J]. Modern Electric Power. DOI: 10.19725/j.cnki.1007-2322.2023.0202
Citation: WEN Yan, LI Shuai, LIU Minglin, FANG Mu, WEN Xiangyu, LI Jianxiu. Cloud-edge-end Collaboration-based High-concurrency Access Management Method for Smart Devices[J]. Modern Electric Power. DOI: 10.19725/j.cnki.1007-2322.2023.0202

基于云边端协同的智能终端高并发接入管理方法

Cloud-edge-end Collaboration-based High-concurrency Access Management Method for Smart Devices

  • 摘要: 针对新型电力系统智能终端高并发接入管理问题,文章首先构造基于云边端协同的智能终端高并发接入管理架构,以最大化平均总负载均衡度为目标,构建高并发接入管理优化问题模型。其次,提出基于预分配和动态负载均衡的多尺度高并发接入管理算法,在大尺度下基于边侧队列状态与端侧接入成功率优化终端接入通道预分配,在小尺度下基于动态竞价与负载欠均衡感知优化负载均衡。最后,通过算例分析验证所提算法的性能优势。所研究内容可以提升高并发终端接入管理能力,有效提高业务运行水平。

     

    Abstract: The aim of this paper is to address the high-concurrency access problem of smart devices in new-type power systems. First, we construct a cloud-edge-end collaboration-based high-concurrency access management framework of smart devices and build a model for high-concurrency access management optimization problem with the goal of maximizing the average total load balance degree. Subsequently, a pre-allocation and dynamic load balancing-based multi-scale high-concurrency access management algorithm is proposed to optimize the large-timescale access channel pre-allocation based on the edge-side queue state and device-side access success rate, as well as small-timescale load balance through dynamic bidding and load unbalance awareness. Finally, the proposed performance advantages of the proposed algorithms are confirmed through simulation analysis. The research content of this paper can improve high-concurrency access management performance, thereby enhancing the operational efficiency of power services.

     

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