系统失效智能检测技术研究

Research on Intelligent Detection Technology for System Failures

摘要: 当前，高度复杂和紧密耦合的信息系统已在互联网、零售、金融、医疗等多个关键领域部署应用，系统一旦失效，不仅影响业务连续性，还可能造成人民生命财产安全重大损失。因此，关注系统失效问题，对有效提升系统可靠性与安全性，对加速社会数字化转型具有深远意义。本文聚焦系统失效原因、传播机理、引致结果等问题，总结相关理论研究，分析系统失效案例特征，简述多种系统失效检测技术代替传统失效检测方法，快速溯源、实时监测预警，最终基于以往项目经验设计一套应用系统实施方案框架，形成“理论引领–技术分析–应用落地”研究逻辑，为如何为企业用户提供安全稳定的软件应用环境提供参考。

Abstract: Currently, highly complex and tightly coupled information systems have been deployed and applied in multiple key areas such as the Internet, retail, finance, and healthcare. Once these systems fail, it not only affects business continuity but may also cause significant losses to people’s lives and property. Therefore, paying attention to system failure issues is of profound significance for effectively enhancing system reliability and safety, as well as accelerating the digital transformation of society. This paper focuses on issues such as the causes of system failures, propagation mechanisms, and resulting outcomes, summarizes relevant theoretical research, analyzes the characteristics of system failure cases, briefly describes various system failure detection techniques that replace traditional failure detection methods, enable rapid traceability, real-time monitoring, and early warning, and ultimately designs an implementation framework for an application system based on previous project experience, forming a research logic of “theory guidance, technical analysis, application implementation”. This provides a reference for how to provide a secure and stable software application environment for enterprises and users.