7 citations · 8 across the 2 of their papers we have counts for
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cs.NI2022★ 7 cited
Enabling Fast and Flexible Distributed Deep Learning with Programmable Switches
Heng Pan, Penglai Cui, Zhenyu li +11
Deep learning has been used in a wide range of areas and made a huge breakthrough. With the ever-increasing model size and train-ing data volume, distributed deep learning emerges…
cs.NI2021★ 1 cited
NetFC: enabling accurate floating-point arithmetic on programmable switches
Penglai Cui, Heng Pan, Zhenyu Li +5
In-network computation has been widely used to accelerate data-intensive distributed applications. Some computational tasks, traditional performed on servers, are offloaded to the…