112 citations · 174 across the 5 of their papers we have counts for
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cs.DC2020★ 2 cited
Running Neural Networks on the NIC
Giuseppe Siracusano, Salvator Galea, Davide Sanvito +4
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…
cs.DC2018★ 34 cited
In-network Neural Networks
Giuseppe Siracusano, Roberto Bifulco
We present N2Net, a system that implements binary neural networks using commodity switching chips deployed in network switches and routers. Our system shows that these devices can…