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Design of Cloud Platform Alert Monitoring and Automatic Analysis System Based on Random Forest Algor

Design of Cloud Platform Alert Monitoring and Automatic Analysis System Based on Random Forest Algorithm

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Published January 30, 2026

Original author: Bokai Li · ChinaOriginal source (new tab)

Design of Cloud Platform Alert Monitoring and Automatic Analysis System Based on Random Forest Algor

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Project description

Paper Summary: Random Forest-Based Cloud Platform Alert Monitoring and Automatic Analysis System Research Background and Objectives This system addresses the alert overload problem in cloud platforms. It aims to resolve situations where unnecessary or duplicate alerts hinder operations personnel from quickly identifying problems. System Architecture (4-Layer Structure) 1. Infrastructure Layer Implements Xen virtualization based on CloudStack platform Uses C8051F0403 chip as information collector Real-time collection of abnormal data including temperature, voltage, and equipment status 2…

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