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Big data processing method and system

A big data processing and data processing technology, applied in the field of big data processing, can solve the problems of data redundancy, conflict, lack, etc., to achieve the effect of seamless integration and avoid data redundancy

Active Publication Date: 2020-09-25
北京赛博云睿智能科技有限公司
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Problems solved by technology

[0003] The present invention provides a big data processing method and system, which are used to solve the problems of data redundancy, missing and conflicts that often occur in the process of big data processing

Method used

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  • Big data processing method and system

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Embodiment Construction

[0078] The preferred embodiments of the present invention will be described below in conjunction with the accompanying drawings. It should be understood that the preferred embodiments described here are only used to illustrate and explain the present invention, and are not intended to limit the present invention.

[0079] The embodiment of the present invention provides a big data processing method, such as figure 1 As shown, the big data processing method includes:

[0080] S1. Perform data collection according to edge data collection rules;

[0081] S2. Use the artificial intelligence model to process the collected data to obtain the processed data;

[0082] S3. Create a dynamic knowledge map and store heterogeneous data on the processed data;

[0083] S4. Visual twinning of structure, state and behavior in information space;

[0084] S5. Use virtualized cloud operations to perform dynamic scheduling of virtual resources, resource trusted management, and resource operatin...

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Abstract

The invention provides a big data processing method and system, and the method comprises the steps: carrying out the data collection according to an edge data collection rule; carrying out data processing on the collected data by utilizing an artificial intelligence model to obtain processed data; performing dynamic knowledge graph creation and heterogeneous data storage on the processed data; performing visual twinning on the structure, the state and the behavior in the information space; adopting the virtual cloud operation, and carrying out the virtual resource dynamic scheduling, resourcetrusted management and resource running state management and control. The system comprises modules corresponding to the steps: the method. According to the big data processing method provided by the invention, edge computing, artificial intelligence and visualization twinning technologies are adopted, so the problems of data redundancy, missing and conflict can be avoided.

Description

technical field [0001] The invention relates to the technical field of big data processing, in particular to a big data processing method and system. Background technique [0002] With the rapid development of emerging technologies such as the Internet of Things and social media, the era of big data has gradually arrived. The speed of data generation and dissemination continues to accelerate, and the value of data will also decline rapidly. How to obtain huge data sets and obtain valuable data from them is a problem solved by big data processing. At present, the collection and processing of big data flow data has been realized in big data processing technology, and big data processing is applied to all walks of life. However, in the process of big data processing, there are often problems of data redundancy, missing, and conflicts. Therefore, a big data processing method and system using edge computing, artificial intelligence, and visualization twin technologies are propos...

Claims

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Application Information

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IPC IPC(8): G06F16/901G06F16/907G06F9/50
CPCG06F9/5072G06F16/901G06F16/907
Inventor 王军平
Owner 北京赛博云睿智能科技有限公司
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