2 papers
cs.NI2025
Building Transparency in Deep Learning-Powered Network Traffic Classification: A Traffic-Explainer Framework
Riya Ponraj, Ram Durairajan, Yu Wang
Recent advancements in deep learning have significantly enhanced the performance and efficiency of traffic classification in networking systems. However, the lack of transparency i…
cs.NI2018
iTeleScope: Intelligent Video Telemetry and Classification in Real-Time using Software Defined Networking
Hassan Habibi Gharakheili, Minzhao Lyu, Yu Wang +2
Video continues to dominate network traffic, yet operators today have poor visibility into the number, duration, and resolutions of the video streams traversing their domain. Curre…