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A data analysis system, method, and monitoring and analysis system

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

Active Publication Date: 2021-03-23
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, while most of the existing monitoring systems use real-time monitoring Mainly, it only has simple statistical analysis functions, cannot provide complex statistics and in-depth analysis functions, and does not have the characteristics of big data processing and analysis, and cannot quickly respond to incoming data

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  • A data analysis system, method, and monitoring and analysis system
  • A data analysis system, method, and monitoring and analysis system
  • A data analysis system, method, and monitoring and analysis system

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[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

A data analysis system, method and monitoring and analysis system are used to provide statistics, in-depth analysis and rapid response to monitoring data with a large amount of data. The system includes: ETL module, Hadoop module and MPP database. The ETL module is used to collect monitoring data, and perform data cleaning on the monitoring data to obtain effective first data, and send the first data to the Hadoop module, and the Hadoop module is used to back up the first data, and perform data conversion on the first data, The second data is obtained by aggregation processing and sent to the MPP database. The ETL module is also used to call the MPP database for execution: perform early warning analysis on the second data according to the pre-set early warning rules, output early warning data, and then generate early warning data patterns. The hidden danger warning rule is set to analyze the hidden danger warning of the second data, output the hidden danger warning data, and then generate the hidden danger warning data pattern.

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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Patent Type & Authority Patents(China)
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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