F. Tso

Automatic Model Compression and Quantized Deployment of Convolutional Neural Networks on Programmable Data Planes

The rapid development of programmable network devices and the widespread adoption of machine learning (ML) in networking have facilitated efficient research into intelligent data planes (IDPs). Offloading ML to programmable data planes (PDPs) enables quick analysis and responses to network traffic dynamics, and efficie...