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Artificial intelligence cloud computing big data management system and method

An artificial intelligence and management system technology, applied in the field of big data processing, can solve problems such as low classification accuracy and error-prone, and achieve the effects of improving recognition and application capabilities, high degree of automation, and improving management capabilities

Pending Publication Date: 2020-08-14
彭小雪
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] In conventional technology, data hard disks and computer storage are often used to realize the management of big data. When users use it, they often use file classification and the retrieval function of the computer to realize data query. This method is faced with hundreds of millions of data. When it comes to data types, it seems powerless. By manual classification, the classification accuracy is not high, and it is easy to make mistakes when processing data.

Method used

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  • Artificial intelligence cloud computing big data management system and method
  • Artificial intelligence cloud computing big data management system and method
  • Artificial intelligence cloud computing big data management system and method

Examples

Experimental program
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Embodiment 1

[0059] Such as figure 1 As shown, an artificial intelligence cloud computing big data management system includes a cloud management platform for centralized management of multiple cloud data centers distributed in different network environments, wherein:

[0060] The cloud management platform is provided with a data extraction module, a data classification unit, a data calculation unit, a display module and a data storage unit, wherein the input end of the data extraction module is connected with the output end of the database, and the output end of the data extraction module The cloud management platform is connected to the data classification unit, and the output terminals of the data classification unit are respectively connected to the data calculation unit, display module and data storage unit, wherein:

[0061] Described extracting module is provided with FPGA chip and the I / O interface that is connected with described FPGA chip, is used for extracting different IP sourc...

Embodiment 2

[0078] On the basis of Embodiment 1, the present invention also adopts the following technical solutions, as Figure 4-6 Shown:

[0079] A kind of artificial intelligence cloud computing big data management method, described method comprises the following steps:

[0080] (S1) Data reception: use the cloud computing platform to realize and receive various big data;

[0081] (S2) Data storage: storing the received data in a cloud database;

[0082] (S3) Data extraction: use the data extraction module to extract the data to be processed;

[0083] (S4) Data classification: construct the FCM data clustering algorithm model, and start the FCM data clustering algorithm model to realize the classification and calculation of data;

[0084] (S5) Data application: the data processed by the user using the FCM data clustering algorithm;

[0085] (S6) Determine whether to continue processing data. If processing is continued, return to step (S4), and if processing is not required, calcu...

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Abstract

The invention discloses an artificial intelligence cloud computing big data management system and method, which relate to the technical field of big data. The system comprises a cloud management platform for performing centralized management on a plurality of cloud data centers distributed in different network environments; the cloud management platform is provided with a data extraction module, adata classification unit, a data calculation unit, a display module and a data storage unit; the input end of the data extraction module is connected with the output end of a database; the output endof the data extraction module is connected with the data classification unit in the cloud management platform; and the output end of the data classification unit is connected with the data calculation unit, the display module and the data storage unit. According to the method, hundreds of millions of types of data can be processed within several seconds, different types of data can be quickly classified, the relationship among various types of data can be studied, data classification and analysis are effectively realized, and the data management capability is improved.

Description

technical field [0001] The present invention relates to the field of big data processing, and more specifically to an artificial intelligence cloud computing big data management system and method Background technique [0002] With the continuous development of high, new, and cutting-edge technologies, a large amount of data information is flocking in, and various industries will generate a large number of data of varying types. The vast amount of big data is often In the specific practical work, it brings great inconvenience to enterprises and users. In big data applications, the higher the dimensionality, the higher the complexity of calculating the data, and the more difficult it is to discover the logical relationships and hidden problems hidden between the data. How to extract effective information from a large amount of data and provide It has become an urgent problem to be solved at present. [0003] In conventional technology, data hard disks and computer storage ar...

Claims

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Application Information

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IPC IPC(8): H04L12/24H04L29/08G06K9/62
CPCH04L41/042H04L67/10H04L67/1097H04L67/1001G06F18/2321G06F18/241
Inventor 彭小雪
Owner 彭小雪
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