Server state testing method, system and storage medium based on real-time analysis

CN122044980BActive Publication Date: 2026-07-24SHANGHAI EXXON CO LTD

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Patent Information

Authority / Receiving Office: CN · China
Patent Type: Patents(China)
Current Assignee / Owner: SHANGHAI EXXON CO LTD
Filing Date: 2026-04-15
Publication Date: 2026-07-24

AI Technical Summary

Technical Problem

Existing server status monitoring methods lack comprehensive modeling of the overall health of the server, making it difficult to capture abnormal patterns under the coupling of multiple indicators, and lacking early warning mechanisms based on trend analysis and pattern recognition, which makes it difficult to achieve accurate and comprehensive real-time dynamic monitoring.

Method used

By setting several stress levels to test the server step by step, internal and external data are obtained. Real-time judgment is made by combining internal and external data. A comprehensive health assessment model is adopted, including indicators such as resource utilization, response time, and temperature. A controllable step-by-step stress test process is designed, and server status is evaluated by combining linear regression fitting.

Benefits of technology

It enables comprehensive and accurate real-time dynamic monitoring of server status without affecting normal business operations, dynamically assesses performance boundaries and health status, provides an early warning mechanism, and improves the comprehensiveness and accuracy of monitoring.

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Abstract

The application relates to the technical field of server testing, and discloses a server state testing method and system based on real-time analysis and a storage medium, which comprises the following steps: S1, setting a plurality of pressure levels to perform step-by-step testing on a server, and obtaining internal data and external data of the server under each pressure level; S2, performing real-time judgment on the running health degree of the server according to the internal data, and performing real-time judgment on the state health degree of the server according to the external data; determining a step-by-step testing strategy according to the running health degree and the state health degree; and S3, judging the server state according to the running health degree and the state health degree under each pressure level. The application realizes all-round monitoring of the running state of the server from internal running parameters and external measurable signals, and combines pressure testing and online monitoring to design a controllable step-by-step pressure testing process, so that real-time dynamic monitoring of the server state is more accurate and comprehensive.

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