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Amedeo Sapio

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titleconferencedate
Unlocking the Power of Inline Floating-Point Operations on Programmable Switches19th USENIX Symposium on Networked Systems Design and Implementation (NSDI '22)2022-04-04
Proposes FPISA, a compact floating-point representation and pipeline methods, implements it on Intel Tofino then identifies throughput and accuracy limits, and…
Talk on
Scaling Distributed Machine Learning with In-Network AggregationNSDI ’212021-04-12
Implements SwitchML: a co-designed system that pushes aggregation into a programmable switch dataplane to reduce model-update volume and offload the all-reduce…
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