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Big data access method and system based on artificial intelligence

A technology of artificial intelligence and access method, applied in the field of data processing, can solve the problem of slow response of hotspot access content, improve the efficiency of data reading, and solve the effect of slow or delayed reading

Inactive Publication Date: 2021-02-12
樊馨
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] The embodiment of the present application provides an artificial intelligence-based big data access method and system, which is used to solve the problem of slow response to hot access content in the distributed cloud storage system in the prior art

Method used

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  • Big data access method and system based on artificial intelligence
  • Big data access method and system based on artificial intelligence
  • Big data access method and system based on artificial intelligence

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Embodiment Construction

[0053] The following will clearly and completely describe the technical solutions in the embodiments of the present application with reference to the drawings in the embodiments of the present application. Obviously, the described embodiments are part of the embodiments of the present application, not all of them. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the scope of protection of this application.

[0054] It should be understood that when used in this specification and the appended claims, the terms "comprising" and "comprises" indicate the presence of described features, integers, steps, operations, elements and / or components, but do not exclude one or Presence or addition of multiple other features, integers, steps, operations, elements, components and / or collections thereof.

[0055] It should also be understood that the terminology used in the specificati...

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Abstract

The invention discloses a big data access method based on artificial intelligence, and the method comprises the steps that a cloud server obtains massive multi-source heterogeneous data, and carries out the hierarchical storage of the massive multi-source heterogeneous data; hierarchical snapshot is performed on the massive multi-source heterogeneous data stored hierarchically to generate a plurality of snapshots of the massive multi-source heterogeneous data; read data pressure values at the first N moments and storage capacity saturation values at the first N moments are acquired, and historical data read intensity is calculated; a historical data reading intensity low-frequency component and a high-frequency component are obtained; the low-frequency component is predicted, and first data reading intensity at the (N + 1) th moment is predicted; the high-frequency component is predicted, and second data reading intensity at the (N + 1) th moment is predicted; the data reading comprehensive intensity at the (N + 1) th moment is calculated, and the number X of snapshots needing to be increased is calculated based on the data reading comprehensive intensity; X snapshots are sequentially generated, X * Y clones are created through the X snapshots, and the read request is responded based on the X * Y clones.

Description

technical field [0001] This application relates to the technical field of data processing, and in particular to an artificial intelligence-based big data access method and system. Background technique [0002] Cloud storage is a new concept extended and derived from the concept of cloud computing. Cloud Computing is the development of Distributed Computing, Parallel Computing and Grid Computing. It is to automatically split a huge computing processing program into countless smaller subroutines through the network. Then it is handed over to a huge system composed of multiple servers, and after calculation and analysis, the processing results are sent back to the user. Through cloud computing technology, network service providers can process tens of millions or even billions of information in a few seconds, and achieve network services as powerful as "supercomputers". [0003] The concept of cloud storage is similar to cloud computing. It refers to a large number of differen...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/185G06F16/27G06K9/62G06N3/04G06N3/08H04L29/08
CPCG06F16/185G06F16/27G06N3/049G06N3/084G06N3/08H04L67/1097G06N3/045G06F18/214G06F18/24323
Inventor 樊馨
Owner 樊馨
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