Multi-source heterogeneous training data fusion method and device, and equipment

A training data, multi-source heterogeneous technology, applied in the field of multi-source heterogeneous training data fusion, can solve the problems that multi-source heterogeneous training data cannot be integrated and shared, and achieve high stability, reliability and high efficiency

Pending Publication Date: 2021-08-27
PLA PEOPLES LIBERATION ARMY OF CHINA STRATEGIC SUPPORT FORCE AEROSPACE ENG UNIV
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, in the process of realizing the present invention, the inventor found that in the application construction of military training big data, there is still a technical problem that multi-source heterogeneous training data cannot be integrated and shared

Method used

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  • Multi-source heterogeneous training data fusion method and device, and equipment
  • Multi-source heterogeneous training data fusion method and device, and equipment
  • Multi-source heterogeneous training data fusion method and device, and equipment

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Embodiment Construction

[0028] 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.

[0029] Unless otherwise defined, all technical and scientific terms used herein have the same meaning as commonly understood by one of ordinary skill in the technical field to which this application belongs. The terms used herein in the specification of the application are only for the purpose of describing specific embodiments, and are not intended to limit the application. As used herein, the term "and / or" includes any and all combinations of one or more of the associated listed items.

[0030] In addition, the technical solutions of the various embodiments of the prese...

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Abstract

The invention relates to a multi-source heterogeneous training data fusion method and device, and equipment. The method comprises the steps: employing an established standardized big data aggregation and sharing platform to connect each heterogeneous data source, and accessing the military training data of each heterogeneous data source, wherein the standardized big data aggregation and sharing platform is a big data platform constructed based on a Hadoop distributed system and an HDFS distributed storage system; carrying out cleaning, de-weighting and de-noising preprocessing on military training data through the standardized big data aggregation and sharing platform; mapping the preprocessed military training data to a normative logic space of the HDFS distributed storage system by utilizing a metadata mapping mode, and storing the preprocessed military training data; through the standardized big data aggregation and sharing platform, according to data sharing requests of departments, applications and businesses needing data sharing and corresponding sharing permissions, transmitting military training data requested to be shared corresponding to the data sharing requests in a set data sharing mode. Efficient military training data fusion and sharing are realized.

Description

technical field [0001] This application relates to the technical field of military big data processing and application, in particular to a multi-source heterogeneous training data fusion method, device and equipment. Background technique [0002] With the in-depth advancement of military information construction and the rapid development of new technologies represented by cloud computing, big data, and artificial intelligence, the field of military training has ushered in changes in ideas and methods. With the continuous improvement of digitization and networking, the types of data generated in military training activities are increasing day by day and the number is increasing exponentially. Using the concept of big data to guide military training practice has become an important part of the understanding of training rules, training effect evaluation, training benefit evaluation and training at all levels. It is an indispensable basic support for training quality monitoring....

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/27G06F16/215G06F16/182
CPCG06F16/182G06F16/215G06F16/27
Inventor 徐庆尧杨超唐立文侯翔殷智勇邢维艳姜曙席文雄胥霖
Owner PLA PEOPLES LIBERATION ARMY OF CHINA STRATEGIC SUPPORT FORCE AEROSPACE ENG UNIV
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