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

Abstract

The invention provides an artificial intelligence service system and a method for realizing the artificial intelligence (AI) service system. The system comprises a cloud computing platform, a user terminal, and a fog computing cluster with a fog computing node; the cloud computing platform trains an AI model and issues the trained AI model to the fog computing node; the fog computing node performscompression processing on the AI model to form a target AI model when receiving the AI model; the target AI model is sent to the user terminal when a deployment request sent by the connected user terminal is received; the user terminal sends the deployment request to the connected fog computing node, receives and deploys the target AI model sent by the fog computing node, inputs a to-be-processeddata set into the target AI model, and receives a first processing result output by the AI model after processing the to-be-processed data set. Through the technical scheme provided by the invention,the AI service can be realized safer.

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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