D'AGOSTINO , Daniele

We present a device- and network-based solution for automatic passnger counting that operates on the edge in real time. The proposed solution consists of a low-cost WiFi scanner device equipped with custom algorithms for dealing with MAC address randomization. Our low-cost scanner is able to capture and analyze 802.11 probe requests emitted by...

Grid and P2P environments often require to manage a wide number of distributed and mobile entities. In this paper we present a scalable partitioning technique of the entity space, based on Voronoi diagrams, that is well-suited for distributed applications with dynamically changing topology. In HyVonNe (Hybrid Voronoi Network) architecture, the...

Human activity depends on the oceans for food, transportation, leisure, and many more purposes. Oceans cover 70% of the Earth's surface, but most of them are unknown to humankind. This is the reason why underwater imaging is a valuable resource asset to Marine Science. Images are acquired with observing systems, e.g. autonomous underwater...

Accurate simulation of the energy deposited by electrons in matter is an essential requirement of Monte Carlo particle transport codes. It involves multiple components present in these codes: physics models and parameters, the transport schemes adopted to deal with electron interactions, and empirical algorithms and parameters. In this...

Geant4 is an object-oriented toolkit for the simulation of the passage of particles through matter. Its development was initially motivated by the requirements of physics experiments at high energy hadron colliders under construction in the last decade of the 20th century. Since its release in 1998, it has been exploited in many different...

Monte Carlo simulation for external beam radiotherapy requires precise modeling of the treatment linear accelerator head and of the primary electron beam. Detailed modeling of medical accelerators is complex and could require proprietary data, and the production of an adequate sample of primary particles to simulate statistically significant...

Edge computing on mobile marine platform is paramount for automated ecological monitoring. The goal of demonstrating the computational feasibility of an Artificial Intelligence (AI)-powered camera for fully automated real-time species-classification on deep-sea crawler platforms was searched by running You-Only-Look-Once (YOLO) model on an edge...