A capacity prediction method, device and storage medium
CN116846779BActive Publication Date: 2026-08-28CHINA UNITED NETWORK COMM GRP CO LTD
Patent Information
- Application Number
- CN202310736767.X
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- Filing Date
- 2023-06-20
- Publication Date
- 2026-08-28
- Estimated Expiration
- 2043-06-20
AI Technical Summary
Technical Problem
[0004]目前，通用的容量调整的方法是在云存储空间满负荷无法运行时，上报容量告警消息，后台服务端响应于容量告警消息，再对调整设计容量，调整效率较低，会影响业务连续性
Benefits of technology
[0030]基于上述任一方面，本申请提供了一种容量预测方法，获取到云存储空间在第一时段的第一负载数据，以及第一负载数据的数据特征之后，可以将第一负载数据输入数据预测模型，得到第二时段的第二负载数据，并根据负载数据集合，确定云存储空间在第二时段的目标负载容量。其中，第二时段为第一时段之后的任意时段，负载数据集合包括第二负载数据。
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Figure CN116846779B_ABST
Abstract
The application provides a capacity prediction method and device and a storage medium, relates to the technical field of communication, and is used for realizing capacity prediction of a cloud storage space. The method comprises the following steps: obtaining first load data of the cloud storage space in a first period, and after obtaining data characteristics of the first load data, inputting the first load data into a data prediction model to obtain second load data in a second period, and determining a target load capacity of the cloud storage space in the second period according to a load data set. The data prediction model is obtained by pre-training according to historical load data, and the data characteristics of the historical load data are the same as the data characteristics of the first load data. The second period is any period after the first period, and the load data set comprises the second load data.
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Citation Information
Patent Citations
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