基于实时流数据的无线性能预警体系研究

Research on wireless performance warning system based on real-time streaming data

随着无线网络技术的迅速发展和普及,确保无线网络性能的稳定和可靠性变得至关重要。提出一种基于实时流数据的无线性能预警体系,旨在实时预测无线网络的性能问题并给出相关处理建议,以支持网络运维人员及时采取相应措施。文中首先介绍相关背景和研究意义,然后详细阐述该预警体系的架构和工作原理,最后讨论实验结果和性能评估。实验结果表明,该预警体系能够准确、及时地发现和预警无线网络性能问题,为网络运维管理提供了有力支持。

With the rapid development and popularization of wireless network technology,ensuring the stability and reliability of wireless network performance has become crucial.This article proposes a wireless performance warning system based on real-time streaming data,aiming to predict the performance issues of wireless network in real-time and provide relevant processing suggestions to support network operation and maintenance personnel to take corresponding measures in a timely manner.This article first introduc-es the relevant background and research significance,then elaborates on the architecture and working principle of the early warning system in detail,and finally discusses the experimental results and performance evaluation.The experimental results indicate that the early warning system can accurately and timely detect and alert wireless network performance issues,providing strong support for net-work operation and maintenance.