Search Results for author: Giuseppe Siracusano

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.

In-network Neural Networks

no code implementations17 Jan 2018 Giuseppe Siracusano, Roberto Bifulco

We present N2Net, a system that implements binary neural networks using commodity switching chips deployed in network switches and routers.

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