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A Framework for Detecting System Performance Anomalies Using Tracing ...

In recent years, with the widespread popularity of software applications , software security issues have become increasingly prominent. Abnormal software operation is one of the main causes of software security issues, and the application of artificial intelligence algorithms provides new ideas for software anomaly detection. This article proposes a software anomaly detection technique based on ...

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A Framework for Detecting System Performance Anomalies Using ...

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Performance metrics represent the average load on the system and do not help discover the cause of the problem if abnormal behavior occurs during software execution. Consequently, system experts have to examine a massive amount of low-level tracing data to determine the cause of a performance issue.

Within IT operations, anomaly detection focuses on monitoring metrics and events to uncover abnormal system behavior that could indicate a security breach, performance issue, or other problem. As IT infrastructure and applications grow more complex, manually monitoring systems becomes challenging.

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