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Computing service cloud platform

A computing service and cloud platform technology, applied in transmission systems, electrical components, etc., can solve problems such as user unfriendliness, and achieve the effect of avoiding service impact, meeting management, and meeting the needs of backup and recovery tasks.

Active Publication Date: 2022-08-02
NUCTECH CO LTD +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

In the actual training process, it is often necessary to adjust parameters and optimize according to the training effect, but the service provided in this form is not friendly to users, and users prefer to work inside the container

Method used

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  • Computing service cloud platform
  • Computing service cloud platform
  • Computing service cloud platform

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Experimental program
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Embodiment approach

[0047] According to an exemplary embodiment of the present invention, the front end of the platform includes a task configuration page 11, which is used to obtain and display a list of area labels of all computing nodes in the backend server cluster, so that the user can select the corresponding computing node for running the computing service task according to the network environment area.

[0048] According to an exemplary embodiment of the present invention, a computing node that meets the resource requirements required by the computing service and meets the requirements of the computing node area for running the computing service task is selected from the plurality of computing nodes to provide the computing service.

[0049] Specifically, in general, the backend server cluster of the platform can be composed of servers in different network environments. When a user applies for a job task, the platform will assign the task to the computing nodes in the cluster that meet the...

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Abstract

The present invention provides a computing service cloud platform, including a platform front end and a platform back end, wherein the platform front end is at least used to provide a display interface to a user and receive user input; and the platform back end includes a back end server cluster, including a plurality of computing nodes, Any one of the computing nodes includes a container carrying images of various operating environments simulating the actual operating system interface, wherein the container is started after a user creates a computing service task, and the image is used to provide corresponding services through the display interface according to the type of computing service request. operating environment. By pre-configuring the operating environment of various computing services in the task startup image, and providing images with different operating environments, the actual operating system interface is simulated after the task is started, so as to provide users with a friendly in-container operating environment / computing service platform . At the same time, by providing the function of region selection, it satisfies the server requirements of platform users for different network environments and avoids network factors from affecting services.

Description

technical field [0001] The invention relates to the technical field of big data and artificial intelligence, in particular to a computing service cloud platform. Background technique [0002] With the advent of the era of big data and the continuous development of artificial intelligence technology, more and more engineers are devoted to the research of machine learning algorithms. Especially in the direction of deep learning, it is often necessary to use high-performance GPU resources to accelerate the model training and testing process. At the same time, deep learning workers need to build complex environments to train models in new environments, which often consumes unnecessary time and manpower. Therefore, there is an increasingly urgent need for a deep learning computing platform that provides a friendly development environment for deep learning workers and can efficiently manage hardware resources. In actual work, occasional factors such as network anomalies and serv...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): H04L67/10H04L67/60H04L41/0668
CPCH04L67/10H04L41/30H04L41/0668H04L67/60
Inventor 徐斌李博文杨洪雪童彬祥
Owner NUCTECH CO LTD