A system, method and device for service sensing

A business-aware and integrated business technology, applied in the field of business-aware systems, can solve the problems of poor flexibility, inefficiency, and complex strategies of deep packet inspection methods, and reduce the data flow of machine learning and hardware processing capabilities. , The effect of fast and efficient recognition

Active Publication Date: 2009-10-14
HUAWEI TECH CO LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, there are many deficiencies in the deep packet inspection method: First, this method theoretically needs to analyze the payload (effective data carried in the data packet) of each data packet. If the amount of data is large, it requires a lot of hardware processing power High, the strategy will be quite complicated; secondly, detecting the content of the data packet will also involve the issue of privacy protection; thirdly, once the application program encrypts the data payload, this method will not work; finally, deep packet inspection The method has poor flexibility. If the protocol used by the application changes or a new business type appears, the matching rules need to be changed
This method is not sensitive to protocol changes and can identify encrypted data streams or new data stream types. However, this method can only identify the general type of stream (such as Web, P2P, etc.), and it is difficult to determine which specific application it belongs to. For example, it can be identified as a P2P data stream, but it cannot be identified which protocol it uses, that is, the specific business type. For example, it cannot be distinguished whether it is a BT download or an eDonkey download.

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  • A system, method and device for service sensing
  • A system, method and device for service sensing
  • A system, method and device for service sensing

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specific Embodiment approach

[0148] Set up a recognition strategy library in the system, the recognition strategy can come from the analysis and induction of the existing network application mode, or from the new recognition strategy induced by the comprehensive service perception module for new network applications through machine learning; Include the following steps:

[0149] A) the data packet feature extraction module calls the corresponding data extraction strategy from the data extraction strategy library according to the input data packet flow, and extracts flow feature data from the input data packet flow according to the data extraction strategy;

[0150] B) The flow model instance construction module constructs a collection of flow model instances according to the predefined flow model description and combined with the input flow characteristic data;

[0151] C) The comprehensive service perception module perceives the input flow model instance according to the existing recognition strategy, an...

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Abstract

The invention discloses a system, method and equipment for realizing business perception. The system for realizing business perception includes: a data extraction strategy library, used to provide data extraction strategies; a data packet feature extraction module, used to extract flow characteristic data; The flow model instance building module is used to establish a set of flow model instances according to the flow characteristic parameters output by the data packet characteristic extraction module; the identification strategy library is used to provide identification strategies for the integrated service perception module; the integrated service perception module is used to analyze the flow model instance perception. The method for realizing service awareness includes: extracting flow characteristic data; constructing a collection of flow model instances; sensing the flow model instances, and outputting recognition results. The device for realizing business awareness includes: a fast identification module for quickly identifying flow model instances; a machine learning module for further processing flow model instances that cannot be identified by the fast identification module, and outputting identification results.

Description

technical field [0001] The present invention relates to the field of network technology, in particular to a system, method and equipment for realizing service awareness. Background technique [0002] With the popularity of the Internet, users' demand for communication services continues to increase. People are no longer satisfied with simple Internet applications such as browsing the web, but hope to enjoy higher-speed and richer multimedia applications, such as voice over IP (VoIP , Voice over IP, video telephony, video conferencing, video on demand (VOD, Video on Demand), interactive Internet TV (IPTV) and other applications; on the other hand, mainstream fixed network operators are also facing the depreciation of traditional voice services Therefore, they hope to make full use of network resources, find new business growth points, increase business income, and reduce operating costs. [0003] However, with the emergence of a large number of new network applications in re...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): H04L29/06H04L12/24
Inventor 刘源董沛影
Owner HUAWEI TECH CO LTD
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