14 citations · 27 across the 6 of their papers we have counts for
3 papers · 1 filter
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…
PINT: Probabilistic In-band Network Telemetry
Ran Ben Basat, Sivaramakrishnan Ramanathan, Yuliang Li +3
Commodity network devices support adding in-band telemetry measurements into data packets, enabling a wide range of applications, including network troubleshooting, congestion cont…
Providing In-network Support to Coflow Scheduling
Cristian Hernandez Benet, Andreas J. Kassler, Gianni Antichi +2
Many emerging distributed applications, including big data analytics, generate a number of flows that concurrently transport data across data center networks. To improve their perf…