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Data flow anomaly monitoring method and device, electronic equipment and storage medium

A monitoring device and data flow technology, applied in traffic flow detection, electrical digital data processing, hardware monitoring, etc., can solve the problem of urban road planning that is difficult to produce substantial improvement and other problems

Pending Publication Date: 2021-01-22
ZHENGZHOU JINHUI COMP SYST ENG
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0005] The conclusions drawn by the monitoring methods provided in the prior art are difficult to substantially improve the problem of urban road planning

Method used

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  • Data flow anomaly monitoring method and device, electronic equipment and storage medium
  • Data flow anomaly monitoring method and device, electronic equipment and storage medium
  • Data flow anomaly monitoring method and device, electronic equipment and storage medium

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Embodiment Construction

[0050] In order to further explain the technical means and effects of the present invention to achieve the intended purpose of the invention, a method, device, electronic device, and storage device for monitoring abnormal data streams proposed according to the present invention will be described below in conjunction with the accompanying drawings and preferred embodiments. The medium, its specific implementation, structure, characteristics and functions, are described in detail as follows. In the following description, different "one embodiment" or "another embodiment" do not necessarily refer to the same embodiment. Furthermore, the particular features, structures, or characteristics of one or more embodiments may be combined in any suitable manner.

[0051]Unless otherwise defined, all technical and scientific terms used herein have the same meaning as commonly understood by one of ordinary skill in the technical field of the invention. The terms used herein in the descript...

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Abstract

The invention relates to the technical field of data flow anomaly monitoring, in particular to a data flow anomaly monitoring method and device, electronic equipment and a storage medium. The monitoring method comprises the following steps: generating regional connection information according to data flow information; screening out abnormal area connection information according to the area connection information; generating an abnormal connection tree according to connection information of an abnormal region; searching an abnormal sub-tree of which the occurrence frequency is higher than a preset abnormal threshold in the abnormal connection tree, and locking a data flow abnormal region by the abnormal connection tree and the abnormal sub-tree, thereby obtaining accidental traffic abnormalconditions and continuous traffic abnormal conditions occurring in the region within a period of time, wherein the former reflects the influence of some emergencies on the traffic condition of the city or region, and the latter reflects the problems existing in the current traffic planning of the city or region.

Description

technical field [0001] The invention relates to the technical field of abnormal data flow monitoring, and in particular to a data flow abnormal monitoring method, device, electronic equipment and storage medium. Background technique [0002] For a city, the level of road development reflects the development level of the city to a certain extent. In recent years, more and more cities have begun to improve and build roads. However, some cities have fallen into the vicious circle of road planning-rectification. A lot of manpower and material resources have been invested in urban road construction, but it is always impossible to fundamentally solve the road traffic problem. Road construction takes a long time, occupies a large area, and has huge investment costs. If the final benefit is small, the cost of wear and tear will be very high. [0003] The abnormal trajectory pattern of moving objects on the road usually reflects the abnormal traffic flow on the road network, which m...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F11/30G08G1/01
CPCG06F11/3065G08G1/0125
Inventor 徐明亮李亚飞韩雨张晨民闫杰李丙涛薛鑫
Owner ZHENGZHOU JINHUI COMP SYST ENG
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