33 citations · 118 across the 17 of their papers we have counts for
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cs.DC2020★ 1 cited
Optimising cost vs accuracy of decentralised analytics in fog computing environments
Lorenzo Valerio, Andrea Passarella, Marco Conti
The exponential growth of devices and data at the edges of the Internet is rising scalability and privacy concerns on approaches based exclusively on remote cloud platforms. Data g…
cs.LG2020★ 16 cited
Dynamic Hard Pruning of Neural Networks at the Edge of the Internet
Lorenzo Valerio, Franco Maria Nardini, Andrea Passarella +1
Neural Networks (NN), although successfully applied to several Artificial Intelligence tasks, are often unnecessarily over-parametrised. In edge/fog computing, this might make thei…