一种基于网络资源的数据挖掘方法

Data-mining method based on network resource

对于网络资源来说,其既含有逻辑关联、性能、故障等重要数据信息,又受其数据复杂、规模较大等影响,而缺乏科学有效的管理与利用。基于此,开发了一种数据挖掘方法,该方法以网络资源数据信息为基础,包含了数据横向性关联分析技术、数据时间性关联分析技术以及数据索引技术三方面,通过建立数据时间性关联特性与数据间的管理、数据故障管线、业务分析时间性能关系等,有效的为网络管理工作人员重要决策提供参考以及故障抢修制定预案。

The network resource is a kind of important data which includes important information of logical correla- tions, network performance and network faults and so on. However, the data is not effectively managed or utilized by car- tiers as the information it carried is so big and complicated. For this reason, a data-mining method which is based on net- work resources is proposed in this paper. The method is consisted of the analysis technology of data transverse correla- tion, analysis technology of data timely correlation, and data indexing technology. By connecting the characteristics of data timely relation and data, and analyzing the time relation between services and the data relation of faults, this method provides evidences for decision-making and repair plans for the management of the carriers.