一种基于网络资源的数据挖据方法

Data-mining method based on network resource

网络资源在运营商中是一种最重要的数据,包含了故障、性能、逻辑关联等重要信息,但由于其规模大,数据复杂,没有得到统一管理与利用。提出一种基于网络资源的数据挖据方法,该方法由数据时间性关联分析技术、数据横向性关联分析技术、数据索引技术组成,能够确定数据时间性关联特性与数据之间的关联,分析业务的时间性能关系、故障的数据关系,能够为电信网络的管理人员提供决策的依据和故障抢修等预案。

The network resource is a kind of important data in carrier companies. Such data includes important information of network faults, network performance, logical correlations, and so on. However, the data is not wholly managed by carri- ers because it is so big and complicated. A data-mining method based on network resource is proposed in this paper. The method is consisted of the analysis technology of data timely correlation, analysis technology of data transverse correlation and data indexing technology. It would determine the characteristics of data timely relation and data relation, and analyze the time relation between services and the data relation of faults. The method provides evidences of decision making and re- pair plans for management people in the carriers.