2 papers
cs.NI2022
Homunculus: Auto-Generating Efficient Data-Plane ML Pipelines for Datacenter Networks
Tushar Swamy, Annus Zulfiqar, Luigi Nardi +2
Support for Machine Learning (ML) applications in networks has significantly improved over the last decade. The availability of public datasets and programmable switching fabrics (…
cs.NI2020
Taurus: A Data Plane Architecture for Per-Packet ML
Tushar Swamy, Alexander Rucker, Muhammad Shahbaz +2
Emerging applications -- cloud computing, the internet of things, and augmented/virtual reality -- demand responsive, secure, and scalable datacenter networks. These networks curre…