An artificial intelligence service system and method for realizing artificial intelligence service

Abstract

The invention provides an artificial intelligence service system and a method for realizing artificial intelligence services. The system includes: a cloud computing platform, a user terminal, and a fog computing cluster with fog computing nodes; the cloud computing platform trains an artificial intelligence model, and the trained The artificial intelligence model is sent to the fog computing node; when the fog computing node receives the artificial intelligence model, it compresses the artificial intelligence model to form the target artificial intelligence model; when it receives the deployment request sent by the user terminal connected to it, it will The target artificial intelligence model is sent to the user terminal; the user terminal sends a deployment request to the fog computing node connected to it; receives and deploys the target artificial intelligence model sent by the fog computing node; inputs the data set to be processed into the target artificial intelligence model, and receives the artificial intelligence The first processing result output by the model after processing the data set to be processed. Through the technical scheme of the invention, artificial intelligence services can be realized more safely.

Description

technical field [0001] The invention relates to the field of computer technology, in particular to an artificial intelligence service system and a method for realizing artificial intelligence service. Background technique [0002] With the rapid development of cloud computing and big data, the application of artificial intelligence services through training artificial intelligence models has become increasingly popular in various industries. [0003] At present, artificial intelligence models are usually trained and deployed on cloud computing platforms to realize online artificial intelligence services, that is, users can send data sets to be processed to cloud computing platforms through user terminals, so that artificial intelligence models deployed on cloud computing platforms can The corresponding data set is processed, and the processing result is fed back to the user terminal. [0004] When artificial intelligence services are implemented through the above methods, d...

AI Technical Summary

Problems solved by technology

[0004] When artificial intelligence services are implemented through the above methods, due to the large number of access users on the cloud computing platform, the artificial intelligence model deployed on the cloud computing platform may be maliciously changed by intruders, and the data sets published to the cloud computing platform are also more prone to data leakage , AI services are less secure

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