From Simulation to Deep Learning: Survey on Network Performance Modeling Approaches

1. 1Identify traditional network performance modeling approaches such as Discrete Event Simulation (DES) and analytical methods
2. 2Analyze the limitations and challenges of these traditional approaches
3. 3Explore the application of deep learning techniques to network performance modeling
4. 4Evaluate the potential of deep learning models to improve the accuracy and efficiency of network performance prediction

Network engineers and researchers benefit from this survey as it provides an overview of existing approaches, while data scientists and AI engineers can apply these methods to improve network performance modeling

💡 Deep learning techniques can improve the accuracy and efficiency of network performance modeling

📊 Network performance modeling: from simulation to deep learning #AI #networks