Data detection method and apparatus, storage medium, and electronic device

By segmenting and multi-dimensional hierarchical sampling of the original detection data and using data detection rules for data detection, the problem of high data detection resource consumption is solved, and efficient data detection and anomaly alarms are achieved, which is suitable for scenarios with high data timeliness requirements.

CN114461613BActive Publication Date: 2025-10-21BEIJING JINGDONG ZHENSHI INFORMATION TECH CO LTD
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Patent Information

Application Number
CN202210129612.5
Authority / Receiving Office
CN · China
Patent Type
Patents(China)
Current Assignee / Owner
Filing Date
2022-02-11
Publication Date
2025-10-21
Estimated Expiration
2042-02-11

AI Technical Summary

Technical Problem

In scenarios where data timeliness is highly required, existing technologies have problems such as high consumption of data computing resources, long detection cycles, and excessive data volume, and approximate query technology brings problems with data retrieval logic verification.

Method used

By acquiring raw detection data, determining data detection rules, segmenting and multi-dimensional hierarchical sampling of the data, using the detection rules to perform data detection, generating data detection results, and generating alarm information in case of anomalies.

Benefits of technology

It has achieved automation and intelligence in data detection, reduced the amount of data to be detected, saved computing resources and labor costs, accelerated the detection speed, and enriched application scenarios.

✦ Generated by Eureka AI based on patent content.

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Abstract

The present disclosure belongs to the technical field of data processing, and relates to a data detection method and device, a storage medium and an electronic device. The method comprises: obtaining original detection data, and determining a data detection rule according to the original detection data; performing data segmentation processing on the original detection data to obtain a plurality of data sequences, and performing multi-dimensional hierarchical sampling on the plurality of data sequences to obtain to-be-detected data; and performing data detection processing on the to-be-detected data by using the data detection rule to obtain a data detection result. The present disclosure can accurately determine the data detection rule corresponding to the original detection data, effectively avoid excessive occupation of data resources in the data detection process, improve the efficiency of data detection, reduce the data volume of data detection, solve the problem of number taking logic verification caused by the data sampling process, realize the automation of data sampling and the intelligentization of data detection, save the computing resources and labor cost, accelerate the data detection speed, and enrich the application scenarios of data detection.
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Citation Information

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