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Data center resource allocation method and device based on artificial intelligence

A data center and artificial intelligence technology, which is applied in the fields of electronic digital data processing, special data processing applications, digital data information retrieval, etc., can solve problems such as inability to cache content, and achieve the effect of improving user experience

Active Publication Date: 2021-05-28
深圳市知小兵科技有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, due to the limitation of the capacity of terminal devices and edge servers, it is impossible to cache all the content in the network, and it is necessary to selectively cache the content that users are most interested in.

Method used

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  • Data center resource allocation method and device based on artificial intelligence
  • Data center resource allocation method and device based on artificial intelligence
  • Data center resource allocation method and device based on artificial intelligence

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Embodiment Construction

[0017] The following will clearly and successfully describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are part of the embodiments of the present invention, but not all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

[0018] The terms "first", "second" and the like in the specification and claims of the present application and the above drawings are used to distinguish different objects, rather than to describe a specific order. Furthermore, the terms "include" and "have", as well as any variations thereof, are intended to cover a non-exclusive inclusion. For example, a process, method, system, product or device comprising a series of steps or units is not li...

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PUM

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Abstract

The present application relates to the field of Internet data storage, and in particular to a data center resource allocation method and device based on artificial intelligence. The method includes: acquiring feature information of a plurality of first devices, the first devices being within the coverage of target cache nodes devices, the feature information includes the number of times the first device sends data acquisition requests within the first time period and the data identifier corresponding to each data acquisition request; The residence time within the coverage of the target cache node; according to the characteristic information and the residence time of the plurality of first devices, determine the target data type of the plurality of first devices; cache the target data type from the server corresponding target data. By adopting the embodiment of the present application, the content that the user is interested in can be cached from the server in the scene where the user is moving, and the user experience is improved.

Description

technical field [0001] The present application relates to the field of Internet data storage, and in particular to an artificial intelligence-based data center resource allocation method and device. Background technique [0002] With the development of the physical network, a series of applications have emerged. A large number of applications generate massive amounts of data, and data processing puts enormous pressure on traditional network architectures in terms of delay, overhead, and bandwidth. In order to improve the quality of service (Quality of Service, QoS) and user quality of experience (Quality of Experience, QoE) of the Internet of Things system in order to attract more users, it is possible to cache popular content on the edge server of the network, such as from the cloud The content that the user is interested in goes to the smart car, so that the user can directly obtain the content of interest without requesting the help of the central server, thereby avoidin...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): H04L29/08G06F16/9537G06F16/9535
CPCG06F16/9537G06F16/9535H04L67/568
Inventor 陈卿徐弘
Owner 深圳市知小兵科技有限公司