Fine-grained agent-based modeling to predict COVID-19 spreading and effect of policies in large-scale scenarios

G Lombardo, M Pellegrino, M Tomaiuolo… - IEEE Journal of …, 2022 - ieeexplore.ieee.org
Modeling and forecasting the spread of COVID-19 remains an open problem for several
reasons. One of these concerns the difficulty to model a complex system at a high resolution …

A multi-agent architecture for data analysis

G Lombardo, P Fornacciari, M Mordonini, M Tomaiuolo… - Future Internet, 2019 - mdpi.com
ActoDatA (Actor Data Analysis) is an actor-based software library for the development of
distributed data mining applications. It provides a multi-agent architecture with a set of …

[PDF][PDF] ActoDemic: A Distributed Framework for Fine-Grained Spreading Modeling and Simulation in Large Scale Scenarios.

M Pellegrino, G Lombardo, M Mordonini, M Tomaiuolo… - WOA, 2021 - core.ac.uk
Agent-based modeling and simulation techniques are widely and successfully used for
analyzing complex and emergent phenomena in many research and application areas …

[PDF][PDF] A Scalable and Distributed Actor-Based Version of the Node2Vec Algorithm.

G Lombardo, A Poggi - WOA, 2019 - ceur-ws.org
The analysis of systems that can be modeled as networks of interacting entities is becoming
often more important in different research fields. The application of machine learning …

Sich selbst organisierende Produktionsplanung und-steuerung

M Krockert - 2024 - tud.qucosa.de
Abstract (DE) In dieser Dissertation wird die Entwicklung eines selbstorganisierenden
Produktionssystems untersucht, um die Herausforderungen in der Produktionsplanung und …

[PDF][PDF] Power aggregation business models, prices and consumer behaviour: an agent based modelling approach

G Howorth - 2023 - stax.strath.ac.uk
UK electricity demand is expected to increase by about 50-100% over the next 30 years,
driven primarily by the UK's net zero policy. The addition of renewables, EV's and other low …

Island model in actodata: an actor-based implementation of a classical distributed evolutionary computation paradigm

G Petrosino, F Bergenti, G Lombardo… - Proceedings of the …, 2021 - dl.acm.org
In this paper, we make a first assessment of the performance of ActoDatA, a novel actor-
based software library for distributed data analysis and machine learning in Java that we …

A p2p architecture for social networking

M Tomaiuolo, M Mordonini, A Poggi - … Integration Techniques and …, 2019 - igi-global.com
Social networking systems are usually huge centralized systems owned by a single
company. However, this solution has many drawbacks (eg, lack of privacy, lack of …

[PDF][PDF] Agent based Cellular Automata Simulation.

P Fornacciari, G Lombardo, M Mordonini, A Poggi… - WOA, 2018 - academia.edu
This paper presents an actor-based software library, called Actomata, for the definition and
simulation of cellular automata models. Using Actomata, each cell of a model is defined by …

[PDF][PDF] A preliminary experimentation for large scale epidemic forecasting simulations.

G Lombardo, A Poggi - WOA, 2020 - cris.unibo.it
Agent-based modeling and simulation are some powerful techniques that are widely used
with success for analyzing complex and emergent phenomena in many research and …