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AI data warehouse platform and operation method

A technology of data warehouse and platform, which is applied in the field of AI data warehouse operation and AI data warehouse platform to achieve the effect of convenient management

Active Publication Date: 2019-10-01
BEIJING BAIDU NETCOM SCI & TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0008] The purpose of the present invention is to propose an AI data warehouse platform, by designing a data warehouse solution for the characteristics of AI data, at least solve the existing large-scale, multi-type AI data storage, query, processing and use problems

Method used

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  • AI data warehouse platform and operation method
  • AI data warehouse platform and operation method

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Embodiment Construction

[0070] Specific embodiments of the present invention will be described in detail below in conjunction with the accompanying drawings. It should be understood that the specific embodiments described here are only used to illustrate and explain the present invention, and are not intended to limit the present invention.

[0071] figure 1 It is a schematic diagram of the system structure of the AI ​​data warehouse platform provided by an embodiment of the present invention, such as figure 1 Shown: a kind of AI data warehouse platform, described data warehouse platform comprises:

[0072] The business layer module is used to receive the business request of the AI ​​product, send the corresponding operation request to the service layer module, and forward the feedback of the service layer module to the AI ​​product, so as to realize the function corresponding to the business request;

[0073] The business layer module includes several pre-defined sub-modules; each sub-module inclu...

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Abstract

The invention relates to the field of data storage, and specifically relates to an AI data warehouse platform. The platform comprises a business layer module which is used for receiving a business request of an AI product, sending a corresponding operation request to a service layer module and forwarding feedback of the service layer module to the AI product so as to realize a function corresponding to the business request; a service layer module used for receiving the operation request of the business layer module and carrying out corresponding operation on the storage layer module; an operation result of the storage layer module being fed back to the corresponding sub-module in the service layer module; and a storage layer module used for processing and storing the AI data according to the operation of the service layer module. The invention further provides an operation method of the AI data warehouse. The AI data storage method and device are suitable for AI data storage above thePB magnitude, the storage efficiency can be improved, the storage cost can be reduced, and the value of the AI data can be brought into full play.

Description

technical field [0001] The present invention relates to the field of data storage, in particular to an AI data warehouse platform and an AI data warehouse operation method. Background technique [0002] With the application of artificial intelligence (AI) technology in more and more business scenarios, a large amount of AI data is generated every day, including various types of multimedia data such as video, image, audio, and text. The storage, processing, query, and update of large-scale AI data have brought great challenges to traditional data warehouses. It is precisely this large amount of AI data that promotes the continuous iteration, optimization, and upgrading of related AI models to better Service-related business scenario requirements. Different from the large-scale user behavior data generated in the traditional Internet era, AI data is often various types of multimedia data, so there is a big difference from traditional big data in the way of data collection, st...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/28G06F16/25G06F16/27G06F16/21G06F16/2457G06F16/182
CPCG06F16/283G06F16/25G06F16/27G06F16/21G06F16/2457G06F16/182
Inventor 施恩谢永康胡鸣人臧硕陈晓宇于燕松喻友平吴甜
Owner BEIJING BAIDU NETCOM SCI & TECH CO LTD
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