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Edge calculation box election method, device, electronic equipment and medium

An edge computing and box technology, applied in computing, computer components, instruments, etc., can solve the problems of low efficiency of edge computing boxes, and achieve the effects of not being prone to overfitting, improving efficiency, and strong adaptability

Pending Publication Date: 2021-07-30
PINGAN INT SMART CITY TECH CO LTD
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  • Claims
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AI Technical Summary

Problems solved by technology

[0004] The present invention provides an edge computing box election method, device and computer-readable storage medium, the main purpose of which is to solve the problem of low efficiency in obtaining edge computing boxes

Method used

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  • Edge calculation box election method, device, electronic equipment and medium
  • Edge calculation box election method, device, electronic equipment and medium
  • Edge calculation box election method, device, electronic equipment and medium

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Experimental program
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specific Embodiment approach

[0112] In detail, the specific implementation of each module of the edge computing box election device 100 is as follows:

[0113] Step 1. Obtain device data of multiple edge computing boxes in the preset local area network, and acquire environmental evaluation data of multiple edge computing boxes.

[0114] In the embodiment of the present invention, the preset local area network is a regional network formed in advance in a local area. Specifically, the local area network is a computer communication network formed by connecting various computers, external devices and databases in a certain area.

[0115] In this embodiment, the edge computing box is a hardware body capable of training and recognition.

[0116] Specifically, the acquisition of device data of multiple edge computing boxes in the preset local area network includes:

[0117] Obtain the preset device data collection time;

[0118] When the device data collection time is up, the device data of multiple edge compu...

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Abstract

The invention relates to an intelligent decision-making technology, and discloses an edge calculation box election method, which comprises the following steps of: obtaining equipment data of a plurality of edge calculation boxes in a preset local area network, and obtaining environment evaluation data of the plurality of edge calculation boxes; constructing a random forest data set according to the equipment data and the environment evaluation data; calling a random forest algorithm to perform model construction processing on the random forest data set to obtain a random forest model; calculating target values of the edge calculation boxes according to the random forest model, and determining the edge calculation boxes with the target values larger than or equal to a preset target threshold value as target edge calculation boxes. In addition, the invention also relates to a block chain technology, and the random forest data set can be stored in nodes of a block chain. The invention further provides an edge calculation box election device, electronic equipment and a computer readable storage medium. The problem that the efficiency of obtaining the edge calculation box is low can be solved.

Description

technical field [0001] The present invention relates to the technical field of intelligent decision-making, in particular to an edge computing box election method, device, electronic equipment and media. Background technique [0002] In the field of AI target recognition, edge computing boxes with "training + recognition" capabilities are usually used for target recognition. However, since the environment of edge computing boxes is changing every moment, it is necessary to use the collected environmental The data is used to train the edge computing box, so as to obtain a highly recognizable and adaptable edge computing box that can adapt to various scenarios. [0003] In order to obtain highly recognizable and adaptable edge computing boxes, the prior art method is to send the environmental evaluation data back to the cloud through frame data for screening, checking and integrating the data, and train the edge computing boxes through the integrated data. In this way, an edg...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/62
CPCG06F18/24323G06F18/214
Inventor 黄哲
Owner PINGAN INT SMART CITY TECH CO LTD
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