20 citations · 110 across the 17 of their papers we have counts for
4 papers · 1 filter
To Compute or not to Compute? Adaptive Smart Sensing in Resource-Constrained Edge Computing
Luca Ballotta, Giovanni Peserico, Francesco Zanini +1
We consider a network of smart sensors for an edge computing application that sample a time-varying signal and send updates to a base station for remote global monitoring. Sensors…
Can Competition Outperform Collaboration? The Role of Misbehaving Agents
Luca Ballotta, Giacomo Como, Jeff S. Shamma +1
We investigate a novel approach to resilient distributed optimization with quadratic costs in a multi-agent system prone to unexpected events that make some agents misbehave. In co…
A Reinforcement Learning Approach to Sensing Design in Resource-Constrained Wireless Networked Control Systems
Luca Ballotta, Giovanni Peserico, Francesco Zanini
In this paper, we consider a wireless network of smart sensors (agents) that monitor a dynamical process and send measurements to a base station that performs global monitoring and…
Competition-Based Resilience in Distributed Quadratic Optimization
Luca Ballotta, Giacomo Como, Jeff S. Shamma +1
This paper proposes a novel approach to resilient distributed optimization with quadratic costs in a networked control system (e.g., wireless sensor network, power grid, robotic te…