Adel Chehade

Tiny Neural Networks for Session-Level Traffic Classification

2025 · arXiv (Cornell University)

This paper presents a system for session-level traffic classification on endpoint devices, developed using a Hardware-aware Neural Architecture Search (HW-NAS) framework. HW-NAS optimizes Convolutional Neural Network (CNN) architectures by integrating hardware constraints, ensuring efficient deployment …