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Object updating method, apparatus and device

A technology for updating methods and equipment, applied in the direction of program control device, program control design, software engineering design, etc., can solve problems affecting the normal use of the platform, etc.

Active Publication Date: 2018-07-20
TENCENT TECH (SHENZHEN) CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0006] The embodiment of the present invention provides an object update method, device and equipment to solve the problem in the related art that the normal use of the platform is affected due to the method of restarting the server to load the updated configuration file

Method used

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  • Object updating method, apparatus and device
  • Object updating method, apparatus and device
  • Object updating method, apparatus and device

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Embodiment Construction

[0103] In order to make the object, technical solution and advantages of the present invention clearer, the implementation manner of the present invention will be further described in detail below in conjunction with the accompanying drawings.

[0104] Before introducing the embodiments of the present invention, relevant nouns involved in the embodiments of the present invention will be described first.

[0105] 1. Machine learning platform

[0106] Based on the machine learning algorithm library, the machine learning platform provides users with big data solutions. The machine learning platform provides functions such as feature engineering, statistics, model training, model evaluation, model prediction, and model publishing, covering the entire process of machine learning. Machine learning platforms provide the components and algorithms needed to implement the above functions.

[0107] 2. Components

[0108] Components refer to the basic implementation platform of machine...

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Abstract

The invention discloses an object updating method, apparatus and device. The method comprises the steps of obtaining a configuration file of a target object, submitted by a first foreground device, wherein the target object is a component or an algorithm updated by a machine learning platform; loading the configuration file of the target object to a cache in a hot loading mode; after a file loading request sent by a second foreground device is received, reading an updated configuration file from the cache, wherein the updated configuration file includes the configuration file of the target object; and sending the updated configuration file to the second foreground device, thereby enabling the second foreground device to provide services according to the updated configuration file. On the premise of not restarting a server, the updated configuration file is loaded and released, so that the platform still can be normally used in the updating process.

Description

technical field [0001] Embodiments of the present invention relate to the technical field of machine learning, and in particular to an object updating method, device and equipment. Background technique [0002] Based on the machine learning algorithm library, the machine learning platform provides users with big data solutions. The server of the machine learning platform runs in the background device. The server is used to provide the client with various components and algorithms for users to build workflows. The server executes the workflows built by users to realize feature engineering, statistics, model training, Functions such as model evaluation, model prediction, and model publishing. [0003] Each component and algorithm has its own configuration file. In practical applications, platform managers and algorithm engineers will update the components and algorithms supported by the machine learning platform, such as adding new components, adding new algorithms, modifyin...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F8/65G06F8/656G06F9/445
CPCG06F8/65G06F9/44505
Inventor 马淑婧黄明宋文军
Owner TENCENT TECH (SHENZHEN) CO LTD
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