吉林大学学报(信息科学版) ›› 2025, Vol. 43 ›› Issue (6): 1244-1250.

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考虑节点优先级的通信流量负载动态平衡算法

柳 华   

  1. 陕西中医药大学 信息化建设管理处, 陕西 咸阳 712046
  • 收稿日期:2023-12-08 出版日期:2025-12-08 发布日期:2025-12-08
  • 作者简介:柳华(1987—), 男, 陕西渭南人, 陕西中医药大学工程师, 主要从事计算机网络与安全、 信息通信技术研究, (Tel)86- 15877397033(E-mail)liuhua029@ 163. com。

Dynamic Balancing Algorithm for Communication Traffic Load Considering Node Priority

LIU Hua   

  1. Information Construction Management Service, Shanxi University of Chinese Medicine, Xianyang 712046, China
  • Received:2023-12-08 Online:2025-12-08 Published:2025-12-08

摘要:

针对由于网络状态或环境的动态变化, 使负载平衡面临复杂性挑战, 存在难以准确预测未来负载问题,提出一种考虑节点优先级的通信流量负载动态平衡算法。利用网络分析工具获取使用 sFlow 技术接收的通信中节点流量数据的负载情况, 并对其进行整合处理, 获取节点负载基础数据集。根据其数据集上节点负载情况, 通过节点优先级方法选择可被优先分配更多流量的节点。建立基于生态差分方程的生态捕食者-被捕食者模型, 将选取的节点作为模型的输入, 通过模型不断迭代更新, 实现网络通信流量负载的动态平衡。实验结果表明, 所提方法的通信流量负载动态平衡算法可提高网络吞吐量和 CPU 利用率, 并具有更好的实际应用效果。

关键词:

Abstract:

Due to the dynamic changes of network state or environment, load balancing faces complexity challenges and it is difficult to accurately predict future load conditions. Therefore, a dynamic traffic load balancing algorithm considering the priority of nodes is proposed. The network analysis tool is used to obtain the load of node traffic data received by sFlow technology, and the integration process is carried out to obtain the basic data set of node load. According to the node load on the data set, the node priority method is used to select the node that can be preferentially allocated more traffic. An ecological predator-prey model based on ecological difference equation is established. The selected nodes are taken as the input of the model, and the dynamic balance of network traffic load is realized through the iterative update of the model. The experimental results show that the proposed traffic load dynamic balancing algorithm can improve network throughput and CPU utilization, and has better practical application effect.

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中图分类号: 

  • TP393