Data analysis system and method and monitoring analysis system

A data analysis system and data technology, applied in the direction of file system, data mining, file system management, etc., can solve the problems of inability to respond to data, cannot provide, and do not have big data processing and analysis, and achieve rapid response and in-depth analysis. Effect

Active Publication Date: 2019-07-16
中移动信息技术有限公司 +1
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Problems solved by technology

[0002] With the improvement of monitoring methods and the development of network technology, the monitoring data that the monitoring system can collect is becoming more and more abundant, which makes the monitoring system face the processing requirements of massive data and in-depth analysis requirements, whil

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  • Data analysis system and method and monitoring analysis system
  • Data analysis system and method and monitoring analysis system
  • Data analysis system and method and monitoring analysis system

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Embodiment Construction

[0052] In order to make the purpose, technical solution and advantages of the application clearer, the application will be further described in detail below in conjunction with the accompanying drawings. Apparently, the described embodiments are only some of the embodiments of the application, not all of them. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the scope of protection of this application.

[0053] In order to realize the statistics, in-depth analysis and quick response to monitoring data with a large amount of data, the embodiments of the present application provide a data analysis system, method and monitoring and analysis system.

[0054] figure 1 Shown is a schematic structural diagram of a data analysis system provided by the embodiment of the present application, see figure 1 As shown, the system includes: ETL module, Hadoop module and MPP database....

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Abstract

The invention discloses a data analysis system, a data analysis method and a monitoring analysis system, which are used for providing statistics, deep analysis and quick response for the monitoring data with a large data volume. The system comprises an ETL module, a Hadoop module and an MPP database. The ETL module is used for acquiring the monitoring data, cleaning the monitoring data, obtainingthe valid first data and sending the first data to the Hadoop module; the Hadoop module is used for backing up the first data, performing data conversion and aggregation processing on the first data to obtain the second data and sending the data to an MPP database; the ETL module is also used for calling the MPP database for execution, performing early warning analysis on the second data accordingto a preset early warning rule, outputting the early warning data, and further generating an early warning data mode, performing hidden danger warning analysis on the second data according to a preset hidden danger warning rule, outputting the hidden danger warning data, and further generating a hidden danger warning data mode.

Description

technical field [0001] The present application relates to the technical field of monitoring data analysis, in particular to a data analysis system, method and monitoring analysis system. Background technique [0002] With the improvement of monitoring methods and the development of network technology, the monitoring data that the monitoring system can collect is becoming more and more abundant, which makes the monitoring system face the processing requirements of massive data and in-depth analysis requirements, while most of the existing monitoring systems use real-time monitoring Mainly, it only has simple statistical analysis functions, and cannot provide complex statistics and in-depth analysis functions. Moreover, it does not have the characteristics of big data processing and analysis, and cannot quickly respond to incoming data. [0003] In order to promote the centralization and integration of supporting systems, explore new technologies such as cloud computing and bi...

Claims

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Application Information

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IPC IPC(8): G06F16/11G06F16/16G06F16/176
CPCG06F2216/03G06F16/122G06F16/162G06F16/1767
Inventor 赵丽李超海方有轩郭晓震刘建陈春松
Owner 中移动信息技术有限公司
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