2 papers
cs.NI2025
NetSSM: Multi-Flow and State-Aware Network Trace Generation using State Space Models
Andrew Chu, Xi Jiang, Shinan Liu +4
Access to raw network traffic data is essential for many computer networking tasks, from traffic modeling to performance evaluation. Unfortunately, this data is scarce due to high…
cs.NI2024
Cruise Control: Dynamic Model Selection for ML-Based Network Traffic Analysis
Johann Hugon, Paul Schmitt, Anthony Busson +1
Modern networks increasingly rely on machine learning models for real-time insights, including traffic classification, application quality of experience inference, and intrusion de…