Data detection method and apparatus, detection server and storage medium

Abstract

The invention provides a data detection method and apparatus, a detection server and a storage medium. The method comprises the following steps: obtaining external network quality alarm data; mining alarm metadata from the external network quality alarm data; selecting alarm metadata to be detected from the mined alarm metadata, and determining a service impact weight of each area combination in the alarm metadata to be detected; selecting the detection feature of the alarm metadata to be detected at least according to the service impact weight of each area combination in the alarm metadata tobe detected; separately using at least two anomaly detection models to determine detection results of the alarm metadata to be detected in anomaly detection models; and determining a final detectionresult of the alarm metadata to be detected according to the detection results of the alarm metadata to be detected in anomaly detection models. By adoption of the data detection method and apparatus,the monitored external network quality alarm data can be automatically analyzed and detected to detect abnormal alarm from the data, thereby facilitating fault location of the service.

Description

technical field [0001] The invention relates to the technical field of data processing, in particular to a data detection method, device, detection server and storage medium. Background technique [0002] With the continuous development of network technology, networking services are becoming more and more abundant, such as games connected to the Internet, mobile networks operated by mobile operators, etc., social software, e-commerce and other types of services; the operation of these networking services The requirements for the quality of the external network are getting higher and higher. Timely detection of external network abnormalities and timely troubleshooting of external network abnormalities have become necessary measures to ensure the normal operation of networked services and improve user experience. [0003] At present, there are some alarm systems that can monitor the external network quality alarm data of networking services. However, these alarm systems can on...

AI Technical Summary

Problems solved by technology

[0003] At present, there are some alarm systems that can monitor the external network quality alarm data of networking services. However, these alarm systems can only output alarm data, and often lack the analysis and detection of external network quality alarm data; therefore, how to analyze these external network quality alarm data , Detection, and discovery of abnormal alarms (such as alarms that affect business) have become difficult problems

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