节点文献
校园网日志数字赋能平台建设与应用
Construction and Application of Digital Empowerment Platform for Campus Network Logs
【Author】 LIU Bin;YUN Guigui;YAN Lei;DU Bin;Beijing University of Chemical Technology;
【机构】 北京化工大学;
【摘要】 随着数字化转型的持续深入,数字化所涵盖的范围日益扩大,影响深远。数字技术已渗入各个领域,深入到各个层面,使得物理空间发生的事件在网络空间留痕,构成物理空间到网络空间的映射。校园网日志便是这样的一种映射。对日志大数据进行处理、分析,能够挖掘隐含的数据价值,产生新的见解。基于Elastic Stack和多种开源技术栈,通过构建高并发、高实时、高可靠、高安全的分布式校园网日志数字赋能平台,实现校园网全栈日志等数据的采集、解析、处理、存储、分析及可视化,为校园网日志数据提供一个大数据数字化基座,赋能于安全分析、开发运维、管理决策等场景。通过对校园网日志数据进行全面管理和价值挖掘,构建校园网数字化虚拟空间,赋能高校数字化转型。
【Abstract】 As digital transformation continues to deepen,the scope of digitalization is expanding and has far-reaching impacts.Digital technology has penetrated into various fields and levels,leaving traces of events in physical space in cyberspace,forming a mapping from physical space to cyberspace.Campus network logs are such a mapping.Processing and analyzing log big data can mine implicit data value and generate new insights.Based on Elastic Stack and a variety of open source technology stacks,by building a high-concurrency,high-real-time,high-reliability,and high-secu-rity distributed campus network log digital empowerment platform,the collection,parsing,processing,storage,analysis,and visualization of campus network full-stack logs and other data are realized,providing a big data digital base for campus network log data,enabling security analysis,development and operation,management decisionmaking and other scenarios.By comprehensively managing and mining the value of campus network log data,a digital virtual space for the campus network is built to empower the digital transformation of colleges and universities.
【Key words】 Elasticsearch; UEBA; Log analysis; Digital empowerment;
- 【会议录名称】 中国计算机用户协会网络应用分会2024年第二十八届网络新技术与应用年会论文集
- 【会议名称】中国计算机用户协会网络应用分会2024年第二十八届网络新技术与应用年会
- 【会议时间】2024-11-21
- 【会议地点】中国山东威海
- 【分类号】G434;TP393.18
- 【主办单位】中国计算机用户协会网络应用分会