计算机仿真2024,Vol.41Issue(8) :303-308.

面向指挥信息系统的日志智能分析技术

Intelligent Log Analysis Technology for Command Information Systems

郄铠铭 刘志伟 林福良 王媛湲
计算机仿真2024,Vol.41Issue(8) :303-308.

面向指挥信息系统的日志智能分析技术

Intelligent Log Analysis Technology for Command Information Systems

郄铠铭 1刘志伟 1林福良 1王媛湲1
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作者信息

  • 1. 北京控制与电子技术研究所,北京 100045
  • 折叠

摘要

针对指挥信息系统智能化运维的需求,综合考虑传统日志分析方式存在的问题,提出了一种面向指挥信息系统的日志智能分析技术.采用大数据的技术框架,对指挥信息系统各层级中设备、资源与服务的日志实现自动化的采集,预处理,存储,分析与展示.通过结合日志解析与规则推理的相关算法,实现对日志数据的智能化预处理与在线分析,并在传统算法的基础上做出优化,进一步提升了推理分析的时效性.有效降低运维监控工作的难度,为指挥信息系统智能化运维提供技术支持.

Abstract

Aiming at the requirements of intelligent operation and maintenance of command information system,and considering the problems of traditional log analysis methods,a log intelligent analysis technology for command in-formation system is proposed.The technical framework of big data was adopted to realize automatic collection,prepro-cessing,storage,analysis and display of logs of equipment,resources and services at all levels of the command infor-mation system.By combining the relevant algorithms of log analysis and rule reasoning,the intelligent preprocessing and online analysis of log data were realized,and the optimization was made on the basis of traditional algorithms,which further improves the timeliness of reasoning and analysis,reduces the difficulty of operation and maintenance monitoring effectively,and provides technical support for intelligent operation and maintenance of command information system.

关键词

日志分析/智能化运维/大数据/日志解析/规则推理

Key words

Log analysis/Intelligent operation and maintenance/Big data/Log parsing/Rule reasoning

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出版年

2024
计算机仿真
中国航天科工集团公司第十七研究所

计算机仿真

CSTPCD
影响因子:0.518
ISSN:1006-9348
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