基于人工智能的边缘计算设备智能监控和维护系统  

Intelligent Monitoring and Maintenance System for Edge Computing Devices Based on Artificial Intelligence

作　　者：周锋 ZHOU Feng(Jones Lang Lasalle Surveyors(Shanghai)Company Limited,Shanghai 200003)

机构地区：[1]仲量联行测量师事务所(上海)有限公司,上海200003

出　　处：《软件》2025年第2期181-183,共3页Software

摘　　要：物联网技术飞速发展带动了边缘计算的兴起和大规模应用,但同时也让设备智能监控与维护面临实时性、安全性等多个方面的挑战。本文结合人工智能,对边缘计算设备智能监控与维护系统展开研究,旨在通过分析其需求、基本架构以及技术实现路径,进一步明确设备自动诊断与运维的建议与要求,让设备运行效率得到质的提升,同时延长它们的使用寿命,让经济效益得到显著提升。测试结果表明,基于人工智能的边缘计算设备智能监控和维护系统,成功依托技术集成,让设备的计算能力得到提升、资源管理更为灵活、人机交互更为先进等,表明了边缘计算设备智能监控和运维具有实现的可能性。The rapid development of Internet of Things technology has led to the rise and large-scale application of edge computing,but at the same time,it also makes intelligent monitoring and maintenance of equipment face challenges in real-time,security and other aspects.This paper studies the intelligent monitoring and maintenance system of edge computing devices in combination with artificial intelligence,aiming to further clarify the suggestions and requirements for automatic diagnosis and operation and maintenance of equipment by analyzing its needs,basic architecture and technical implementation path,so as to improve the operating efficiency of equipment,extend their service life and significantly improve economic benefits.The test results also show that the intelligent monitoring and maintenance system for edge computing devices based on artificial intelligence has successfully improved the computing capacity of devices,made resource management more flexible,and made human-computer interaction more advanced by relying on technology integration,which indicates the possibility of intelligent monitoring and operation and maintenance of edge computing devices.

关 键 词：人工智能 边缘计算设备 智能监控 

分 类 号：TP18[自动化与计算机技术—控制理论与控制工程] TP393.09[自动化与计算机技术—控制科学与工程]