Communication capability opening anomaly detection method and device

A technology of abnormal detection and communication capability, applied in digital transmission systems, data exchange networks, electrical components, etc., can solve the problems of low accuracy and high false alarm rate of abnormal detection, and achieve the effect of early warning, early detection, and improved accuracy.

Inactive Publication Date: 2019-12-17
CHINA MOBILE GROUP ZHEJIANG +1
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  • Abstract
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Problems solved by technology

[0005] Embodiments of the present invention provide a communication capability opening anomaly detection method and device, which are used to solve the problems of high false alarm rate and low accuracy of anomaly detection in the existing communication network capability opening anomaly detection method

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  • Communication capability opening anomaly detection method and device
  • Communication capability opening anomaly detection method and device
  • Communication capability opening anomaly detection method and device

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Embodiment Construction

[0019] In order to make the purpose, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments It is a part of embodiments of the present invention, but not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present invention.

[0020] In the prior art solution, the abnormality detection method for the opening of the communication capability mainly adopts the method of setting thresholds for each operating parameter respectively. This simple, extensive, one-size-fits-all method has the problems of high false alarm rate and low accuracy, and cannot meet the current operati...

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Abstract

The embodiment of the invention provides a communication capability opening anomaly detection method and device, and the method comprises the steps: inputting an operation parameter of a to-be-detected communication capability opening platform into an anomaly detection model, and outputting an anomaly detection result of the to-be-detected communication capability opening platform, wherein the operation parameters comprise at least one of API calling data, concurrent transaction data and module time delay data, and the anomaly detection model is obtained by training based on sample operation parameters. According to the method and device, operation parameters are input into an anomaly detection model; the anomaly detection result is obtained, online real-time detection of the communicationcapability open platform is realized; abnormity detection precision is improved, early detection and early warning of abnormity are realized, precious time is gained for coping with abnormal events,the risk prevention level of operator communication capability opening is improved, and conditions are provided for coping with instantaneous change mobile Internet application demands.

Description

technical field [0001] Embodiments of the present invention relate to the technical field of communication core networks, and in particular, to a method and device for detecting anomalies in communication capability opening. Background technique [0002] Opening of communication capabilities means that telecom operators open traditional telecom capabilities to third-party applications through standard restful API interfaces, so that third-party application developers can call them conveniently. The emergence of open communication capabilities makes application developers no longer need to understand the underlying complex communication protocols of operators. It also realizes the realization of traditional telecommunication capabilities such as short and multimedia messages, one-way and two-way calls, and the exploration of new potentials, realizing the integration of traditional telecommunication networks and mobile networks. The integration of the Internet has filled the t...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): H04L29/06H04L12/26
CPCH04L43/16H04L43/50H04L63/1425
Inventor 邢彪郑屹峰张卷卷凌啼章淑敏徐昊帆
Owner CHINA MOBILE GROUP ZHEJIANG
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