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Model container encryption and deployment system

A technology for deploying systems and models, applied in transmission systems, digital transmission systems, digital data protection, etc., can solve problems such as low deployment efficiency of large-scale model containers, and achieve slow deployment, simple key management, and reduced management difficulty. Effect

Pending Publication Date: 2022-04-05
航天科工智能运筹与信息安全研究院(武汉)有限公司
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0007] The technical problem to be solved by the present invention is: how to design a model deployment application system in which the model developer encrypts the model container and the model manager automatically deploys the model container and decrypts it, so as to improve the security of the model and solve the problem of low deployment efficiency of large batches of model containers question

Method used

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  • Model container encryption and deployment system

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Embodiment Construction

[0040] In order to make the purpose, content, and advantages of the present invention clearer, the specific implementation manners of the present invention will be further described in detail below in conjunction with the accompanying drawings and embodiments.

[0041] Such as figure 1 As shown, a model container encryption and deployment system proposed by the present invention includes a model development module of the model developer and a model management module of the model manager, and also includes a model use module and a Gateway, wherein the model development module is used for:

[0042] (1) Use the SM2 and SM4 mixed encryption method to encrypt the output of the model, and compile it into an executable file according to the programming language used;

[0043] (2) According to the programming language of the model, different frameworks are used to convert the model into a web service that can be called remotely (RPC), and encapsulate the model and its dependent files ...

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Abstract

The invention relates to a model container encryption and deployment system, and belongs to the technical field of computer application. According to the system disclosed by the invention, the model container and the document submitted by the model producer are stored in the model resource management platform, so that management of model resources can be realized, and automatic deployment of the model container can also be realized in a mode of pulling the configuration file provided by the model producer; the problem that the deployment speed of large-batch model containers of a model management party is low is solved; the mode of encrypting the model by using the SM2 and SM4 hybrid encryption algorithm also ensures that the model of the model generator can only run in the K8s cluster of the model manager, thereby ensuring the security of the model.

Description

technical field [0001] The invention belongs to the technical field of computer applications, and in particular relates to a model container encryption and deployment system. Background technique [0002] Currently, the container (Docker) technology is usually used to encapsulate the model and its dependencies into a portable image, and then deploy it to the K8s cluster. There are two main methods for deploying containers on a K8s cluster. One is to directly write the deployment configuration file and apply the configuration file to deploy the container through kubectl; the other is to configure the deployment parameters through the visual interface, and the background automatically generates the deployment configuration file. configuration file. The second deployment method is a simplification of the first deployment method. The two store the container name, label, image, image capture strategy, container port number, node port number, replica number and other information ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F21/60H04L9/40
Inventor 王成欢马小乐王韫泽魏向元纪思远王侯建华家辉郭晓林
Owner 航天科工智能运筹与信息安全研究院(武汉)有限公司