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Data flow type identification model updating method and related equipment

A recognition model and type recognition technology, applied in the field of computer technology and communication, can solve problems such as low efficiency

Active Publication Date: 2020-07-10
HUAWEI TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, the method of artificially labeling to obtain training samples is inefficient

Method used

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  • Data flow type identification model updating method and related equipment
  • Data flow type identification model updating method and related equipment
  • Data flow type identification model updating method and related equipment

Examples

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Embodiment Construction

[0239] Embodiments of the present invention will be described below with reference to the drawings in the embodiments of the present invention.

[0240] See figure 1 , figure 1 It is a schematic diagram of the architecture of a system for identifying data flow types provided by an embodiment of the present invention. The system includes a first device 101, a second device 102, a third device 103, and a terminal 104. These devices can be wired or wirelessly. connection, where:

[0241] The terminal 104 is used to run various applications, for example, video conferencing applications, audio conferencing applications, desktop cloud applications, etc., and data stream types (also referred to as application types) of data streams generated by different applications are often different. In the embodiment of the present application, the data flow generated by the terminal 104 needs to be sent to the destination device through the third device 103 first, wherein the third device 103...

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Abstract

The embodiment of the invention provides a data flow type identification model updating method and related equipment. The method comprises the following steps: determining a first data flow type corresponding to a current data flow according to message information and a behavior identification model of the current data flow; determining a second data stream type corresponding to the current data stream according to the target corresponding relationship and the general characteristics of the current data stream, the target corresponding relationship being a corresponding relationship between the plurality of general characteristics and the plurality of data stream types; if the first data flow type corresponding to the current data flow is different from the second data flow type corresponding to the current data flow, obtaining correction data corresponding to the current data stream, the correction data corresponding to the current data stream including message information of the current data stream and a second data stream type corresponding to the current data stream, and the correction data being used as a training sample to update the behavior recognition model. The method forobtaining the training sample for updating the behavior recognition model is higher in efficiency.

Description

technical field [0001] The present invention relates to the field of computer technology and communication, and further relates to the application of artificial intelligence (AI) in the field of computer technology and communication, in particular to a method for updating a data flow type identification model and related equipment. Background technique [0002] With the rapid development of computer technology, more and more enterprises use private office applications for office work, such as desktop cloud, voice conferencing, video conferencing, etc. are all private office applications. In order to reasonably arrange the traffic of each service and improve service reliability, it is usually necessary to reasonably configure QoS priority and real-time route selection. The premise of QoS priority and real-time route selection is to know which type of application (that is, which type of data flow) the current office application belongs to. [0003] At present, the following m...

Claims

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Application Information

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IPC IPC(8): H04L12/851H04L12/24G06N20/10G06N3/08
CPCH04L47/2483H04L47/2441H04L41/147H04L41/145G06N3/08G06N20/10H04L43/028H04L41/16H04L45/74G06N20/00
Inventor 吴俊胡新宇张亮徐慧颖
Owner HUAWEI TECH CO LTD
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