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
CN113238714APending Publication Date: 2021-08-10广东好太太智能家居有限公司
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Patent Information

Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
广东好太太智能家居有限公司
Publication Date
2021-08-10

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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.
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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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