Predicting Latency Quantiles using Network Calculus-assisted GNNs

Keyphrases

• Digital Twin Network 33%
• Formal Methods 66%
• Functional Model 33%
• Graph Neural Network 100%
• Hardware Testbed 66%
• High Quantile 33%
• Latency 100%
• Network Calculus 100%
• Network Evaluation 33%
• Neural Network Architecture 33%
• Prediction Accuracy 33%
• Prediction Error 33%
• Relative Error 33%
• Simple Graph 33%

Computer Science

• Computer Hardware 66%
• Digital Twin 33%
• Graph Neural Network 100%
• Network Calculus 100%
• Network Performance 33%
• Neural Network Architecture 33%
• Performance Metric 33%
• Prediction Accuracy 33%
• Prediction Error 33%
• Realism 33%
• Relative Error 33%
• Simulated Data 33%
• Testbed 66%