27 citations · 50 across the 7 of their papers we have counts for
9 papers
Discovering Collaboration from Novelty: Random Network Distillation for Clustered Federated Learning
Davide Domini, Gianluca Aguzzi, Ivana Dusparic +2
Federated Learning often suffers under non-independently and identically distributed data, where a single global model may fail to represent the diversity of client distributions.…
Flexible Distributed Particle Filtering for the Internet of Things via Aggregate Computing
Angela Cortecchia, Davide Domini, Giovanni Ciatto +3
State estimation from uncertain, distributed observations is central in many cyber-physical applications. While Distributed Particle Filtering (DPF) algorithms address nonlinear an…
Software Engineering for Collective Cyber-Physical Ecosystems
Roberto Casadei, Gianluca Aguzzi, Giorgio Audrito +5
Today's distributed and pervasive computing addresses large-scale cyber-physical ecosystems, characterised by dense and large networks of devices capable of computation, communicat…
Space-Fluid Adaptive Sampling by Self-Organisation
Roberto Casadei, Stefano Mariani, Danilo Pianini +2
A recurrent task in coordinated systems is managing (estimating, predicting, or controlling) signals that vary in space, such as distributed sensed data or computation outcomes. Es…
Time-Fluid Field-Based Coordination through Programmable Distributed Schedulers
Danilo Pianini, Roberto Casadei, Mirko Viroli +2
Emerging application scenarios, such as cyber-physical systems (CPSs), the Internet of Things (IoT), and edge computing, call for coordination approaches addressing openness, self-…
Field-based Coordination with the Share Operator
Giorgio Audrito, Jacob Beal, Ferruccio Damiani +2
Field-based coordination has been proposed as a model for coordinating collective adaptive systems, promoting a view of distributed computations as functions manipulating data stru…