Network Alarm Information Analysis - A Hive-based OLAP Method

被引：0
|
作者：
Zhang, Dengyin [1 ]
Zhang, Liu [2 ]
机构：
[1] Nanjing Univ Posts & Telecommun, Scitech Pk Internet Things, Nanjing, Jiangsu, Peoples R China
[2] Nanjing Univ Posts & Telecommun, Elect & Commun Engn, Nanjing, Jiangsu, Peoples R China
来源：
2015 IEEE INTERNATIONAL CONFERENCE ON DIGITAL SIGNAL PROCESSING (DSP) | 2015年
关键词：
cloud computing; Hive; online analytical processing; network alarm management;
D O I：
暂无
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
For network alarm information analysis in the next generation network existing such problems as single dimension, low efficiency, memory overflow or crash, this paper proposes a method for online analytical processing based on Hive. The method first uses HBase to preprocess real-time alarm data, mapping data into Hive, then constructs an N-D cube model. After proving the scientific and operability by cube calculation, is the construction of a star model, as well as customizing dimensions, each dimension with user-defined hierarchies. Finally HQL is used to realize rollup and cube. This new method is available for both situations whether inter domain devices exist or not. It can not only upload large quantities of data, improving performance of upload and analysis, but also discover knowledge of location and meaningful information hidden in massive warnings from multiple dimensions, providing decision support for network management personnel.
引用
收藏
页码：694 / 697
页数：4
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