Detailed Info Inaccuracy Rates for Distributed Inference over Random Networks with Applications to Social Learning Authors:D. BajovicTitle:Inaccuracy Rates for Distributed Inference over Random Networks with Applications to Social LearningAbstract:We introduce…
Detailed Info Non-linear Gradient Mappings and Stochastic Optimization: a General Framework with Applications to Heavy-Tail Noise Authors:D. Jakovetic, D. Bajovic, A. Sahu, S. Kar, N. Milosevic, D. StamenkovicTitle:Non-linear Gradient Mappings…
Detailed Info Stateful Function as a Service at the Edge Authors:Carlo Puliafito; Claudio Cicconetti; Marco Conti; Enzo Mingozzi; Andrea PassarellaTitle:Stateful Function as a Service at the EdgeAbstract:In function as a…
Detailed Info In-Network Computing With Function as a Service at the Edge Authors: Claudio Cicconetti; Marco Conti; Andrea Passarella Title: In-Network Computing With Function as a Service at the Edge…
Detailed Info FaaS execution models for edge applications Authors:Claudio Cicconetti, Marco Conti, Andrea PassarellaTitle:FaaS execution models for edge applicationsAbstract:In this paper, we address the problem of supporting stateful workflows following…
Detailed Info PhiNets: a scalable backbone for low-power AI at the edge Authors:Francesco Paissan, Alberto Ancilotto, and Elisabetta FarellaTitle:PhiNets: a scalable backbone for low-power AI at the edgeAbstract:In the Internet…
Detailed Info Federated Feature Selection for Cyber-Physical Systems of Systems Authors:Pietro Cassará, Alberto Gotta and Lorenzo ValerioTitle:Federated Feature Selection for Cyber-Physical Systems of SystemsAbstract:Autonomous vehicles (AVs) generate a massive amount…
Detailed Info Automatic Social Distance Estimation From Images: Performance Evaluation, Test Benchmark, and Algorithm Authors:Mert Seker, Ansi Mannisto, Alexandros Iosifidis and Jenni RaitoharjuTitle:Automatic Social Distance Estimation From Images: Performance Evaluation,…
Detailed info Single-Layer Transformers for More Accurate Early Exits with Less Overhead AuthorsArian Bakhtiarnia, Qi Zhang and Alexandros IosifidisTitleSingle-Layer Transformers for More Accurate Early Exits with Less OverheadAbstractDeploying deep learning…
Detailed Info Dynamic hard pruning of Neural Networks at the edge of the internet Authors:Lorenzo Valerio, Franco Maria Nardini, Andrea Passarella, Raffaele PeregoTitle:Dynamic hard pruning of Neural Networks at the…
