Change Point and Anomaly-Aware QoT Forecasting Framework for Proactive Network Management

Keyphrases

• Network Management 100%
• Forecasting Framework 100%
• Auxiliary Features 100%
• Proactive Network 100%
• Optical Performance Monitoring 100%
• Prediction Accuracy 50%
• Additional Control 50%
• Control Loop 50%
• Monitoring Data 50%
• Network Operation 50%
• Sequence-to-sequence 50%
• Non-stationary Conditions 50%
• Forecaster 50%
• Monitoring Parameters 50%
• Positive Reaction 50%
• Optical Network Planning 50%
• Point Anomaly 50%
• Reaction Window 50%
• Reliable Forecasting 50%
• Collective Anomaly Detection 50%

Computer Science

• Network Management 100%
• Performance Monitoring 100%
• Anomaly Detection 50%
• Fiber Optic Networks 50%
• Baseline Model 50%
• Monitoring Data 50%
• Network Operation 50%
• forecasting accuracy 50%
• Seq2Seq 50%
• Stationary Condition 50%

Engineering

• Optical Performance Monitoring 100%
• Anomaly Detection 50%
• Control Loop 50%
• Fiber Optic Networks 50%
• Monitoring Data 50%
• Monitoring Parameter 50%
• Data Show 50%
• Forecaster 50%
• Stationary Condition 50%