Service publishing system, method, device and equipment

A service release and target service technology, applied in the field of service release system, can solve the problems of cumbersome process, low release efficiency, and time-consuming

Pending Publication Date: 2019-11-05
INDUSTRIAL AND COMMERCIAL BANK OF CHINA
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0004] The embodiment of the present application provides a service release system, method, device and equipment to solve the prob

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  • Service publishing system, method, device and equipment
  • Service publishing system, method, device and equipment
  • Service publishing system, method, device and equipment

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Embodiment Construction

[0021] The principle and spirit of the present application will be described below with reference to several exemplary embodiments. It should be understood that these embodiments are given only to enable those skilled in the art to better understand and implement the present application, rather than to limit the scope of the present application in any way. Rather, these embodiments are provided so that this disclosure will be thorough and complete, and will fully convey the scope of this disclosure to those skilled in the art.

[0022] Those skilled in the art know that the embodiments of the present application may be realized as a system, device, method or computer program product. Therefore, the disclosure of the present application can be specifically implemented in the form of complete hardware, complete software (including firmware, resident software, microcode, etc.), or a combination of hardware and software.

[0023] Considering the existing deep learning-based servi...

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Abstract

The invention provides a service publishing system, a service publishing method, a service publishing device and equipment. The system comprises a storage server used for receiving and storing a target code inputted by a user; a model warehouse server used for storing a plurality of training models obtained by pre-training; a mirror image construction module used for acquiring a target code from astorage server under the condition of receiving the service release request of the user, pulling a target training model from a model warehouse server according to the target code, and constructing atarget service mirror image based on a preset deep learning basic framework mirror image, the target code and the target training model; a mirror image warehouse used for receiving and storing a target service mirror image; and a plurality of computing nodes used for pulling a target service mirror image from the mirror image warehouse and generating a target service based on the target service mirror image. In the embodiment of the invention, after the user sends the service release request, the service release system can automatically generate the target service. Therefore, the service release efficiency is effectively improved.

Description

technical field [0001] The present application relates to the technical field of data processing, and in particular to a service publishing system, method, device and equipment. Background technique [0002] The process of deep learning generally needs to go through several major steps such as selecting algorithms and frameworks, training models, adjusting models, integrating models with applications and deploying them. However, the existing deep learning-based service publishing usually requires relevant personnel to write training models, business codes, and service publishing frameworks, manually introduce model packages and various dependency packages required for deep learning, and manually build mirror images on the cloud platform. Deploy and publish the service. The entire service release process is relatively complicated, and each step requires extremely tedious manual work, as well as a lot of professional knowledge and access to a lot of computing and storage. Th...

Claims

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Application Information

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IPC IPC(8): G06F8/61G06K9/62G06N20/00
CPCG06F8/63G06N20/00G06F18/214Y02D10/00
Inventor 王磊周文泽陆新龙吴冕冠
Owner INDUSTRIAL AND COMMERCIAL BANK OF CHINA
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