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AI-Based Network Health Monitor - Coggle Diagram
AI-Based Network Health Monitor
Objective
· Monitor network performance in real time
· Predict potential network failures
· Identify issues early
· Improve network reliability and performance
Network Monitoring
· Bandwidth usage
· Latency
· Packet loss
· Device status
· Network performance
· Traffic analysis
Technologies
· Python
· Scapy
· Flask
· TensorFlow / Scikit-learn
· MySQL
Alerts & Reports
· Email alerts
· SMS alerts
· Early warning notifications
· Performance reports
· Monitoring dashboard
Benefits
· Early problem detection
· Reduced network downtime
· Improved reliability
· Better network performance
· Faster troubleshooting
· Data-driven decisions
Key Features
· Real-time bandwidth monitoring
· Device status tracking
· Latency and packet loss analysis
· Performance graphs
· Failure prediction
· Email / SMS alerts
Data & Visualisation
· Network data collection
· Data processing
· Performance analysis
· Performance graphs
· Historical data
· Real-time insights
AI & Machine Learning
· Predictive modelling
· Failure prediction
· Anomaly detection
· Pattern analysis
· Scikit-learn
· TensorFlow