Search Results for author: Gianni Antichi

Found 2 papers, 0 papers with code

Running Neural Networks on the NIC

no code implementations4 Sep 2020 Giuseppe Siracusano, Salvator Galea, Davide Sanvito, Mohammad Malekzadeh, Hamed Haddadi, Gianni Antichi, Roberto Bifulco

In this paper we show that the data plane of commodity programmable (Network Interface Cards) NICs can run neural network inference tasks required by packet monitoring applications, with low overhead.

BIG-bench Machine Learning

Isolation mechanisms for high-speed packet-processing pipelines

no code implementations29 Jan 2021 Tao Wang, Xiangrui Yang, Gianni Antichi, Anirudh Sivaraman, Aurojit Panda

We have open sourced the code for Menshen's hardware and software at https://isolation. quest/.

Networking and Internet Architecture Hardware Architecture

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