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Data trend analysis method, system, computer device and readable storage medium

An analysis method and data trend technology, which is applied in the field of data processing, can solve the problems of inability to notify in advance, inability to analyze and judge the trend of running status, etc.

Active Publication Date: 2022-04-12
ONE CONNECT SMART TECH CO LTD SHENZHEN
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, the equipment monitoring platform cannot analyze and judge the running status trend of the monitored objects, and thus cannot detect problems in advance, and cannot notify in advance

Method used

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  • Data trend analysis method, system, computer device and readable storage medium
  • Data trend analysis method, system, computer device and readable storage medium
  • Data trend analysis method, system, computer device and readable storage medium

Examples

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Embodiment 1

[0055] figure 1 It is a flow chart of the steps of a preferred embodiment of the data trend analysis method of the present invention. According to different requirements, the order of the steps in the flowchart can be changed, and some steps can be omitted.

[0056] refer to figure 1 As shown, the data trend analysis method specifically includes the following steps.

[0057] Step S11. Obtain time series data of monitored objects, wherein the monitored objects include one or more monitored categories, and the time series data are parameter data sets of each monitored category at different time nodes.

[0058] In an implementation manner, one or more monitored objects may be connected by accessing a network, so as to obtain time series data of the monitored objects. The monitoring object may be a server, a server cluster or other electronic devices. The server or the server cluster may include several hardware resources (for example: CPU, memory, I / O interface, storage, etc....

Embodiment 2

[0089] figure 2 It is a functional block diagram of a preferred embodiment of the data trend analysis system of the present invention.

[0090] refer to figure 2 As shown, the data trend analysis system 10 may include an acquisition module 101 , a generation module 102 , a statistics module 103 , a judgment module 104 , and an output module 105 .

[0091] The acquiring module 101 is used to acquire time series data of a monitored object, wherein the monitored object includes one or more monitored categories, and the time series data is a parameter data set of each monitored category at different time nodes.

[0092] In an implementation manner, the acquiring module 101 may connect to one or more monitored objects by accessing a network, and then acquire time-series data of the monitored objects. The monitoring object may be a server, a server cluster or other electronic devices. The server or the server cluster may include several hardware resources (for example: CPU, mem...

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Abstract

The invention provides a data trend analysis method, system, computer device and computer-readable storage medium. The data trend analysis method includes: obtaining the time series data of the monitored object; generating a trend graph corresponding to each monitoring category of the monitored object according to the time series data; and obtaining each trend through a preset trend analysis algorithm. The extreme points contained in the figure; according to the extreme points of each of the trend graphs, it is judged whether the monitoring category corresponding to the trend graph is abnormal; when the monitoring category is determined to be abnormal, according to the monitoring category The attribute information of the extremum point outputs the corresponding warning information. Based on the data analysis algorithm, the present invention can realize the analysis and judgment of the running state trend of the monitoring object, and further can realize the problem discovery in advance and the alarm notification in advance.

Description

technical field [0001] The present invention relates to the field of data processing, in particular to a data trend analysis method, system, computer device and computer-readable storage medium. Background technique [0002] Automatic monitoring of equipment failures has become an important technical means to ensure the normal operation of equipment. When a certain parameter of the device exceeds the preset alarm threshold, the device can send out a corresponding alarm message. However, the equipment monitoring platform cannot analyze and judge the running status trend of the monitored objects, and thus cannot detect problems in advance, and cannot provide early warning notifications. [0003] This section is intended to provide a background or context for implementations of the invention that are set forth in the claims and detailed description. The descriptions herein are not admitted to be prior art by inclusion in this section. Contents of the invention [0004] In ...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F11/30G06F17/18
CPCH04L41/0631G06F11/3065G06F17/18
Inventor 王亚杰
Owner ONE CONNECT SMART TECH CO LTD SHENZHEN
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