Big data acquisition method, device and system

A collection method and big data technology, applied in the field of mobile communication, can solve problems such as network congestion

Active Publication Date: 2017-06-09
CHINA TELECOM CORP LTD
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  • Abstract
  • Description
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  • Application Information

AI Technical Summary

Problems solved by technology

[0002] In order to capture user usage behavior information, conduct effective analysis, and use accurate quantitative data as product innovation and optimization, China Telecom has developed a quantitative analysis system for base business. This system collects user data based on client plug-in progr

Method used

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  • Big data acquisition method, device and system
  • Big data acquisition method, device and system
  • Big data acquisition method, device and system

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Embodiment Construction

[0023] The present invention will be described more fully hereinafter with reference to the accompanying drawings, in which exemplary embodiments of the invention are illustrated.

[0024] figure 1 A flow chart showing a big data collection method according to an embodiment of the present invention. Such as figure 1 As shown, the method mainly includes:

[0025] Step 100, receiving a connection request sent by a client for collecting data to be uploaded.

[0026] Step 102, calculating the delayed connection time of the collection client based on the current network condition of the collection server based on a heuristic algorithm.

[0027] Step 104, returning the delayed connection time to the collection client, so that the collection client uploads data to the collection server after the delayed connection time passes.

[0028] In one embodiment, the current network conditions of the collection server include network traffic load conditions and bandwidth conditions.

[0...

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Abstract

The invention discloses a big data acquisition method, a big data acquisition device and a big data acquisition system, which relate to the field of mobile communication. The big data acquisition method comprises the steps of: receiving a connection request sent by an acquisition client about to upload data; calculating delay connection time of the acquisition client by adopting a heuristic algorithm according to current network conditions of the acquisition client; and returning the delay connection time to the acquisition client so that the acquisition client uploads the data to an acquisition server after the delay connection time. The big data acquisition method, the big data acquisition device and the big data acquisition system provided by the invention deals with the condition of oversize transient data volume occurred in the process of network data acquisition to a certain extent, introduce time parameters on the basis of a load balancing technique, coordinate the relationship between two dimensions by means of the meta-heuristic algorithm, allow the flow to be evenly distributed in various time periods, and maximize the use of existing resources.

Description

technical field [0001] The present invention relates to the field of mobile communication, in particular to a method, device and system for collecting large data. Background technique [0002] In order to capture user usage behavior information, conduct effective analysis, and use accurate quantitative data as product innovation and optimization, China Telecom has developed a quantitative analysis system for base business. This system collects user data based on client plug-in programs. Due to current The sample size of the system has exceeded 100 million, and the daily reported data exceeds 30G. Even though the software and hardware load balancing technology has been adopted, the load will still be very low at some times, but at other moments there will be network congestion. . [0003] Therefore, it is necessary to propose a big data acquisition device and implementation method that can adjust parameters by itself during big data collection. Contents of the invention ...

Claims

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Application Information

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IPC IPC(8): H04L12/801H04L12/803
CPCH04L47/10H04L47/125
Inventor 赵勇
Owner CHINA TELECOM CORP LTD
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