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Method and device for analyzing time series data

A time series and data technology, applied in the Internet field, can solve the problems of wasting time, manpower and material resources, etc., and achieve the effect of convenient operation, improved accuracy and effectiveness

Inactive Publication Date: 2014-12-24
BEIJING YOUTEJIE INFORMATION TECH
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

For this reason, log analysis technicians often need to learn and master related technologies to write programs or regular expressions to process multi-line logs, wasting a lot of time and manpower and material resources

Method used

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  • Method and device for analyzing time series data
  • Method and device for analyzing time series data
  • Method and device for analyzing time series data

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Embodiment Construction

[0047] The preferred embodiments of the present invention will be described below in conjunction with the accompanying drawings. It should be understood that the preferred embodiments described here are only used to illustrate and explain the present invention, and are not intended to limit the present invention.

[0048] In the embodiment of the present invention, time series data is mainly analyzed. Time series data is the data collected at different time points, which reflects the state or degree of a certain thing, phenomenon, etc. over time. For example, the change of my country's GDP from 1949 to 2009 is time series data. The time-series data in the embodiment of the present invention includes not only logs, but also all data with time stamps generated by various sensors, smart home appliances, and various transaction systems (e-commerce, banks, Internet finance), etc.

[0049] figure 1 is a flow chart of a time series data analysis method in an embodiment of the prese...

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Abstract

The invention discloses a method and a device for analyzing time series data. The method is utilized to accurately and efficiently combine multiple lines of time series data into an event. The method comprises the following steps: searching for a start character in the time series data; matching the time series data after the start character according to the preset first characteristic information; combining the matched time series data into a same event, thereby acquiring an analysis result.

Description

technical field [0001] The invention relates to the technical field of the Internet, in particular to a time series data analysis method and device. Background technique [0002] Today, with the rapid development of information technology, people generate a large amount of digital information in various social and economic activities, the scale of enterprise information technology infrastructure construction continues to expand, and IT monitoring and operation and maintenance systems are also widely used. The data generated by home appliances and the logs generated by various trading systems (securities trading systems, e-commerce trading systems) are huge in quantity and in different formats, so it is difficult to use them. [0003] Due to the variety of log formats, if you want to use the value of logs, you first need to accurately identify the logs. For multi-line logs, if you cannot correctly identify multiple lines belonging to the same event, the accuracy and effective...

Claims

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Application Information

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IPC IPC(8): G06F17/30G06F11/34
CPCG06F11/3419G06F16/1734
Inventor 陈军梁玫娟
Owner BEIJING YOUTEJIE INFORMATION TECH
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