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Containerized microservice-based intelligent analysis service system, method, and medium

An intelligent analysis and service system technology, applied in the field of intelligent analysis service system, can solve problems such as difficult to expand, long time to repair online problems, slow system startup, etc.

Pending Publication Date: 2021-04-16
通号智慧城市研究设计院有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] Intelligent analysis services are computing-intensive tasks. The existing development of multi-intelligence analysis services based on a single framework, due to its large amount of calculation, is deployed in an integrated package, so it has high complexity and slow development speed. , Long code deployment cycle, difficult to expand, slow system startup, poor system error isolation, poor scalability and long online problem repair time, etc.

Method used

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  • Containerized microservice-based intelligent analysis service system, method, and medium
  • Containerized microservice-based intelligent analysis service system, method, and medium

Examples

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Embodiment 1

[0018] This embodiment discloses an intelligent analysis service system based on containerized microservices, such as figure 1 As shown, it includes: service registration center, intelligent service gateway, intelligent analysis service module, service configuration center and database.

[0019] The service registration center is used to register the services provided by the intelligent analysis service and provide the service list to the service consumer; the service registration center communicates with the registered nodes to determine whether the nodes are healthy and eliminate unhealthy nodes; Notify the service consumer when the subscribed service changes (new version release, scaling, server downtime), the registered nodes include the nodes of the service provider and the service consumer; the service registration center includes two Eureka sub-modules, each Eureka The submodules register with each other, and the service list is backed up with each other. After a Eureka...

Embodiment 2

[0025] Based on the same inventive concept, this embodiment discloses an intelligent analysis service method based on containerized microservices, through any of the above intelligent analysis service systems based on containerized microservices, such as figure 2 shown, including the following steps:

[0026] S1 intelligent analysis service registers the services it provides through the service registration center; intelligent analysis service deploys and runs in the intelligent analysis service module by pulling the corresponding configuration information from the service configuration center;

[0027] The S2 service caller sends a call request through the intelligent service gateway; the intelligent service gateway obtains the service list through the service registration center, and at the same time accesses the database to obtain the data source information that needs to be processed;

[0028] The S3 intelligent service gateway selects relevant services according to the s...

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Abstract

The invention relates to a containerized microservice-based intelligent analysis service system, a method, and a medium. The system comprises a service registration center which is used for registering a service provided by a service provider, and providing a service list for a service consumer; an intelligent service gateway is used for receiving a request input by a service caller and calling the corresponding service in the service list according to the content of the request; an intelligent analysis service module is used for deploying the services registered by the service registration center in a cluster form, classifying the services according to service types and deploying the services of the same type into the same container; a service configuration center is used for storing the configuration information of the container and the service and supporting the operation of the intelligent analysis service; and a database is used for storing the data required by the service in the intelligent service storage module. The unified development, deployment and management of various intelligent analysis services can be realized by combining micro-services and containerization at the same time.

Description

technical field [0001] The invention relates to an intelligent analysis service system, method and medium based on containerized microservices, and belongs to the technical field of data analysis and processing. Background technique [0002] At present, with the rapid development of artificial intelligence technologies such as machine learning and deep learning, various intelligent technology research results are emerging in the fields of vision, speech, and natural language, especially in the continuous update of dedicated parallel computing devices such as GPUs and TPUs. Under the new generation, various intelligent applications have gradually landed in real life scenarios. Intelligent analysis technology has matured, but for the unified development, deployment and management of intelligent analysis services that rely on specific computing devices such as GPUs, they are still in the stage where monolithic frameworks and microservice frameworks coexist. [0003] Intelligen...

Claims

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Application Information

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IPC IPC(8): G06F9/455G06F9/50G06F16/21
Inventor 毛少将郭宇鹏王晓周昌锋石雷
Owner 通号智慧城市研究设计院有限公司