基于大数据分析技术的计算机网络日志分析系统研究  

Research on Computer Network Log Analysis System Based on Big Data Analysis Technology

作　　者：刘艳春[1] LIU Yanchun(Shandong College of Electronic Technology,Jinan Shandong 250200,China)

机构地区：[1]山东电子职业技术学院,山东济南250200

出　　处：《信息与电脑》2021年第15期35-37,共3页Information & Computer

摘　　要：随着信息化建设的快速发展和电信运营商ICT的快速融合,流量需求迅猛增长,运营商网络中积累了大量的软硬件资源,包括交换机、路由器、防火墙以及服务器等。网络设备承载的负荷越来越大,业务越来越复杂。相关系统持续不断记录了大量的日志,日志文件负责记录系统和用户行为,在监控网络运行情况、调查设备故障以及保护系统安全等方面有着举足轻重的作用。基于此,开展基于大数据分析技术的计算机网络日志分析系统研究。With the rapid development of informatization and the rapid integration of ICT by telecom operators, the demand for traffic has increased rapidly. A large number of hardware and software resources have been accumulated in the operator’s network, including: switches, routers, firewalls, servers, etc. The load carried by the network equipment is increasing and the services are becoming more and more complex. These devices continuously record a large number of logs. As a recording tool for hardware devices, systems, and user behavior, log files play a pivotal role in monitoring network operation, investigating device failures, and protecting system security.

关 键 词：运营商网络 日志分析 大数据 MAPREDUCE 统计算法 

分 类 号：TP311.13[自动化与计算机技术—计算机软件与理论]