Andrea Passarella

Modeling Human Behavior Part II -- Cognitive approaches and Uncertainty

2022 · arXiv (Cornell University)

As we discussed in Part I of this topic, there is a clear desire to model and comprehend human behavior. Given the popular presupposition of human reasoning as the standard for learning and decision-making, there …

A Prototype for QKD-secure Serverless Computing with ETSI MEC

2023

In this demonstration, we showcase the realization of a prototype of an edge computing network, where the client and edge domains both host simulated Quantum Key Distribution devices, for a hospital use case. In particular, …

Coordination-free Decentralised Federated Learning on Complex Networks: Overcoming Heterogeneity

2023 · arXiv (Cornell University)

Federated Learning (FL) is a well-known framework for successfully performing a learning task in an edge computing scenario where the devices involved have limited resources and incomplete data representation. The basic assumption of FL is …