Data processing method and system, and related equipment

A data processing, data technology, applied in the field of data processing

Active Publication Date: 2017-09-19
HUAWEI TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] The embodiment of the present invention discloses a data processing method and related equipment and system, which are used to solve the problem of how to reduce resource consumption in the data processing process

Method used

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  • Data processing method and system, and related equipment
  • Data processing method and system, and related equipment
  • Data processing method and system, and related equipment

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Embodiment Construction

[0085] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some of the embodiments of the present invention, not all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

[0086] The embodiment of the present invention discloses a data processing method and related equipment and system, which can accurately and conveniently select representative data, so as to obtain a more accurate prediction model, and can effectively reduce the amount of data transmitted from the client to the server . Each will be described in detail below.

[0087] In order to better understand the embodiment of the present invention, a netwo...

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Abstract

The embodiment of the invention discloses a data processing method and system, and related equipment. The method comprises the following steps that: a client generates a data abstract for a stored data set and sends the data abstract to a server; the determines feedback information for the client based on the data abstract and sends the feedback information to the client; when the feedback information received by the client includes a target data selection policy and a target policy parameter, the client determines a data sub set from the data set based on the target data selection policy and the target policy parameter and sends the data sub set to the server; and the server can establish a prediction model or update an existing prediction model based on the data sub set. Therefore, the volume of data transmitted to the server by the client can be controlled and thus resource consumption during the data processing can be reduced. Besides, representative data can be selected accurately and conveniently and thus an accurate prediction model can be obtained.

Description

technical field [0001] The present invention relates to the technical field of data processing, in particular to a data processing method and related equipment and systems. Background technique [0002] Data mining refers to the process of searching for information hidden in a large amount of data through algorithms, and achieves the above goals through many methods such as statistics, analysis and processing, intelligence retrieval, machine learning, and pattern recognition. For example, learning a predictive model based on the marked text message type (such as spam text messages, normal text messages), for new text messages, based on this model, automatically identify which type the text message belongs to, which is a data mining method. process. [0003] At present, data mining is mostly based on the scenario of Client-Server architecture. For example, the smart bracelet automatically recognizes the prediction model of the current user behavior pattern (such as walking,...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): H04L29/08H04L12/26
CPCH04L43/02H04L67/5651H04L67/06H04L67/1095G06F16/285G06F16/2465H04L65/40H04L67/60H04L67/01G06N7/01G06F2216/03H04L43/022
Inventor 谭卫国汪芳山
Owner HUAWEI TECH CO LTD
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