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Abnormal flow detection method and device, computer equipment and storage medium

A technology of abnormal flow and detection method, applied in the direction of digital transmission system, data exchange network, electrical components, etc., can solve the problem of low accuracy rate of network flow, achieve the effect of setting standardization, eliminating false alarms, and improving the accuracy rate

Pending Publication Date: 2019-08-02
ONE CONNECT SMART TECH CO LTD SHENZHEN
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  • Application Information

AI Technical Summary

Problems solved by technology

[0005] An embodiment of the present invention provides a method, device, computer equipment, and storage medium for detecting abnormal traffic, so as to solve the problem of low accuracy of abnormal network traffic detection of servers at present

Method used

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  • Abnormal flow detection method and device, computer equipment and storage medium
  • Abnormal flow detection method and device, computer equipment and storage medium
  • Abnormal flow detection method and device, computer equipment and storage medium

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Embodiment Construction

[0034] The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are part of the embodiments of the present invention, but not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those of ordinary skill in the art without creative efforts shall fall within the protection scope of the present invention.

[0035] The method for detecting abnormal traffic provided by the embodiments of the present application can be applied to, for example, figure 1 In the application environment, the application environment includes a monitoring object, a monitoring terminal and a server, wherein the monitoring terminal and the monitoring object are connected through a network, and the server and the monitoring terminal are connected through a network. The mon...

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Abstract

The invention discloses an abnormal flow detection method and device, computer equipment and a storage medium. The method comprises the following steps of: screening the historical flow data of the monitoring object; obtaining target traffic data, carrying out regression analysis on the target traffic data; establishing a flow prediction model, predicting the flow data of the monitored object by using the flow prediction model; obtaining a prediction result of the flow data of the monitoring object in a preset time period, carrying out statistical analysis is on a prediction result according to a preset statistical mode; obtaining a traffic alarm threshold value of the monitored object, further obtaining a real-time access log of the monitored object when the real-time traffic data of themonitored object is greater than the traffic alarm threshold value, and performing abnormal traffic alarm if the response time of the real-time access log is greater than the response time threshold value. According to the embodiment of the invention, the accuracy of the alarm threshold can be improved, judgment is carried out by combining the response time of the service, and thus the accuracy ofabnormal flow detection is improved.

Description

technical field [0001] The present invention relates to the technical field of software monitoring, and in particular, to a method, device, computer equipment and storage medium for detecting abnormal traffic. Background technique [0002] When dealing with a large number of user groups, in order to ensure that the server of the website server can operate normally and provide users with normal access services, it is necessary to monitor the abnormal situation of the network traffic on the server side, so as to detect and solve the abnormal problem of the server side in time. , so as to avoid the expansion of abnormal problems and cause greater losses. Therefore, monitoring the network traffic status of the server is an essential operation and maintenance project. [0003] At present, the network traffic data on the server side is mainly monitored by setting alarm thresholds in the monitoring system for early warning. For example, a collection end is set at the monitoring poi...

Claims

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Application Information

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IPC IPC(8): H04L12/24H04L12/26H04L29/06
CPCH04L41/0631H04L41/069H04L41/145H04L41/147H04L43/08H04L63/1425Y02D30/50
Inventor 郑宇聪
Owner ONE CONNECT SMART TECH CO LTD SHENZHEN
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