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Artificial intelligence-based server capacity prediction method, device, equipment and medium

A technology of artificial intelligence and forecasting methods, applied in the field of artificial intelligence, can solve problems such as low efficiency and difficult to guarantee the accuracy of forecasting, and achieve the effect of reducing workload, improving efficiency, and ensuring accuracy

Pending Publication Date: 2021-11-30
深圳平安智慧医健科技有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] The traditional server capacity prediction method is based on the personal experience of technical experts, which is not only inefficient, but also difficult to guarantee the accuracy of the prediction

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  • Artificial intelligence-based server capacity prediction method, device, equipment and medium
  • Artificial intelligence-based server capacity prediction method, device, equipment and medium
  • Artificial intelligence-based server capacity prediction method, device, equipment and medium

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Embodiment Construction

[0046] In order to make the purpose, technical solution and advantages of the present application clearer, the present application will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present application, and are not intended to limit the present application.

[0047] The embodiments of the present application may acquire and process relevant data based on artificial intelligence technology. Among them, artificial intelligence (AI) is the theory, method, technology and application system that uses digital computers or machines controlled by digital computers to simulate, extend and expand human intelligence, perceive the environment, acquire knowledge and use knowledge to obtain the best results. .

[0048] Artificial intelligence basic technologies generally include technologies such as sensors, dedicated artificial intelligenc...

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Abstract

The invention relates to the technical field of artificial intelligence, and provides an artificial intelligence-based server capacity prediction method, a device, equipment and a medium. The method comprises the steps: obtaining all indexes affecting the prediction of the server capacity, and screening out a target index with the influence degree on the server capacity greater than a preset value from all indexes; converting the target index into a TPS form to obtain the TPS of the server; and inputting the TPS into a pre-trained server capacity prediction model to obtain a CPU utilization rate of the server, and predicting the capacity of the server according to the CPU utilization rate. According to the method, the CPU utilization rate can be automatically output as long as the TPS is input into the server capacity prediction model, and the capacity of the server is accurately predicted based on the CPU utilization rate, so that the workload of manual prediction is reduced, the efficiency is improved. Meanwhile, the precision of server capacity prediction is ensured.

Description

technical field [0001] The present application relates to the technical field of artificial intelligence, and in particular, the present application relates to an artificial intelligence-based server capacity prediction method, device, equipment and medium. Background technique [0002] In the computer industry, any software system needs to consume a certain amount of hardware server resources. The configuration and quantity of hardware resources are directly related to operating costs, and the configuration and quantity of hardware resources are evaluated based on server capacity. Therefore, it is necessary to have an accurate prediction method of server capacity to plan hardware configuration and quantity according to the size of the capacity. [0003] The traditional server capacity prediction method is based on the personal experience of technical experts, which is not only inefficient, but also difficult to guarantee the accuracy of the prediction. Contents of the inv...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F9/50G06N3/04
CPCG06F9/505G06N3/048
Inventor 邹洪伟
Owner 深圳平安智慧医健科技有限公司