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  • 胡谷雨,潘志松,王帅辉,郭一平,潘雨.基于大数据分析的网络管理智能化[J].国防科技,2019,40(5):    [点击复制]
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基于大数据分析的网络管理智能化
胡谷雨,潘志松,王帅辉,郭一平,潘雨
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摘要:
军事通信网综合管理系统中,各专业网络运行情况的主要数据都可汇总到综合网管数据库中。这些网管数据中隐含了网络运行的几乎全部信息,但即使是最有经验的网络管理专家面对这些繁杂的数据也只能望洋兴叹。面对大数据的智能分析技术则有可能实现网络运行态势的高度可视化,充分理解和详细把握全网运行状态,像知识、经验、联想丰富的专家一样不知疲倦地对网络运行状况进行全面细致地分析,从海量的网管数据中发现网络故障的蛛丝马迹,发现隐含的问题,预知网络变化。论文介绍了利用大数据分析技术实现网络管理智能化的现实目标,基于性能的网络异常预测预报、基于性能和事件的故障分析诊断、网络运行知识的挖掘利用等方面的功能和技术途径。
关键词:  大数据  网络管理  智能化
DOI:10.13943/j.issn 1671-4547.2019.05.05
基金项目:
Intelligent network management based on big data analysis
Abstract:
In the integrated management system of military communication network, the main data of the operation of each professional network can be aggregated into the database. These network management data contain almost all the information of network operation. However, even the most experienced network management experts can only be frustrated by such complex data. Intelligent analysis technology oriented to big data makes it possible to realize highly visualization of network operation situation, fully understand and grasp the operation state of the whole network in detail, and indefatigably carry on the comprehensive and detailed analysis to the network movement condition like the expert that resembles knowledge, experience and association. This technology can also discover the telltale signs of network failure from the massive network management data, find hidden problems and predict network changes. Based on the practical goal of realizing intelligent network management by using The paper aims at using big data analysis technology to realize intelligent network management. Based on this objective, the paper introduces the functions and technical approaches of network anomaly predict based on performance, fault analysis and diagnosis based on performance and events, and mining and utilization of network operation knowledge.
Key words:  big data  network management  intelligentize