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Disk capacity prediction method and system based on historical monitoring data, and storage medium

A disk capacity and data monitoring technology, which is applied in the input/output process of data processing, electrical digital data processing, hardware monitoring, etc., can solve the problems of inability to effectively monitor the usage status of disk capacity and the inability to fully and rationally use disks, etc., to reduce Risk and resource waste, the effect of maximizing utilization

Pending Publication Date: 2021-08-10
广东好太太智能家居有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] In view of the above technical problems, the purpose of the present invention is to provide a disk capacity prediction method and storage medium based on historical monitoring data, to solve the problem that the traditional disk monitoring method cannot effectively monitor the usage status of the disk capacity, resulting in the inability to fully and rationally use the disk.

Method used

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  • Disk capacity prediction method and system based on historical monitoring data, and storage medium
  • Disk capacity prediction method and system based on historical monitoring data, and storage medium
  • Disk capacity prediction method and system based on historical monitoring data, and storage medium

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Embodiment 1

[0045] Please refer to figure 1 As shown, a disk capacity prediction method based on historical monitoring data provided by an embodiment of the present invention is shown, including the following steps:

[0046] Step S1: obtain the data source of disk capacity usage, extract sample data from the data source;

[0047] In a specific implementation, data for a set period of time may be extracted from a data source of historical disk capacity usage as sample data of disk capacity usage.

[0048] Or, periodically extract the data in the data source of the usage of the disk capacity to obtain the sample data of the usage of the disk capacity.

[0049] For example, the usage data of the current day in the data source of disk capacity usage is extracted every day, and the usage data of the day in the data source of disk capacity usage is extracted every day to obtain sample data of disk capacity usage.

[0050] Step S2: according to described sample data, obtain first time-series d...

Embodiment 2

[0090] Please refer to image 3 As shown, a disk capacity prediction system based on historical monitoring data provided by another embodiment of the present invention is shown, including:

[0091] A sample acquisition unit 10, configured to acquire a data source of disk capacity usage, and extract sample data from the data source;

[0092] The first time series forming unit 20 is configured to obtain first time series data according to the sample data; the first time series data includes time point information and disk usage capacity information associated with the time point information;

[0093] A model construction unit 30, configured to construct an autoregressive moving average model, using the first time series as a modeling sample of the autoregressive moving average model;

[0094] The prediction unit 40 is configured to perform time series prediction through the regression moving average model to obtain second time series data; the second time series data includes f...

Embodiment 3

[0097] Figure 4 A schematic structural diagram of an electronic device provided in the embodiment of this application, which can be passed in this application Figure 4 The schematic diagram shown is used to describe an electronic device 100 for implementing a disk capacity prediction method based on historical monitoring data according to an embodiment of the present application.

[0098] Such as Figure 4 Shown is a schematic structural diagram of an electronic device, the electronic device 100 includes one or more processors 102, one or more storage devices 104, and these components are interconnected through a bus system and / or other forms of connection mechanisms (not shown) even. It should be noted that Figure 4 The components and structure of the electronic device 100 shown are only exemplary, not limiting, and the electronic device may have Figure 4 Some components shown may also have Figure 4 Other components and structures not shown.

[0099] The processor ...

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Abstract

The invention discloses a historical monitoring data-based disk capacity prediction method and system, and a storage medium, and the method comprises the steps: obtaining a data source of a disk capacity use condition, and extracting sample data from the data source; obtaining first time sequence data according to the sample data; constructing an autoregressive moving average model, and taking the first time sequence as a modeling sample of the autoregressive moving average model; performing time sequence prediction through the regression moving average model to obtain second time sequence data; and according to the second time sequence data, obtaining use capacity information of the disk at the future time point. According to the method, prediction is carried out by constructing the autoregressive moving average model, so that the use state of the disk capacity is effectively monitored, the utilization rate of the disk can be maximized, and risks and resource waste caused by insufficient disk capacity are reduced.

Description

technical field [0001] The invention relates to the technical field of disk monitoring, in particular to a disk capacity prediction method, system and storage medium based on historical monitoring data. Background technique [0002] With the rapid development of Internet big data, large-scale data centers have become more and more necessary for the development of modern society. Internet providers at home and abroad will pay attention to the overall disk capacity of their own service clusters. By monitoring the disk capacity, the disk capacity can be increased or reduced at an appropriate time, which can save a lot of costs and bring huge economic benefits. [0003] The traditional disk monitoring method usually sends out an early warning when the disk is close to full, which cannot effectively monitor the disk usage status, often causing some disks to be idle for a long time, while other disk resources are exhausted, and it is impossible to realize real-time monitoring. T...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F3/06G06F17/18G06F11/30G06F11/32G06F11/34
CPCG06F3/0604G06F3/0653G06F3/0641G06F3/0652G06F3/0676G06F17/18G06F11/3037G06F11/3051G06F11/327G06F11/3447G06F11/3452
Inventor 王妙玉周亮黄宇航吴宁泉
Owner 广东好太太智能家居有限公司
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