On the exploitation of user aggregation strategies in heterogeneous wireless networks. - Leonardo Badia; Nicola Bui; Marco Miozzo; Michele Rossi; Michele Zorzi (CAMAD, 2006)

Routing groups in ambient networking. - Ramón Agüero Calvo; Marco Miozzo; Jochen Eisl; Dániel Hollós; Eleanor Hepworth; Leonardo Badia (Mobility Conference, 2006)

Routing Strategies for Coverage Extension in Heterogeneous Wireless Networks. - Marco Miozzo; Michele Rossi; Michele Zorzi (PIMRC, 2006)

Mobility-Aided Routing in Multi-Hop Heterogeneous Networks with Group Mobility. - Leonardo Badia; Nicola Bui; Marco Miozzo; Michele Rossi; Michele Zorzi (GLOBECOM, 2007)

ns2-MIRACLE: a modular framework for multi-technology and cross-layer support in network simulator 2. - Nicola Baldo; Federico Maguolo; Marco Miozzo; Michele Rossi; Michele Zorzi (VALUETOOLS, 2007)

Performance improvements in Ad Hoc networks through mobility groups and channel diversity. - Albert F. Harris III; Marco Miozzo; Michele Rossi; Michele Zorzi (WICON, 2007)

Routing schemes in heterogeneous wireless networks based on access advertisement and backward utilities for QoS support [Quality of Service based Routing Algorithms for Heterogeneous Networks]. - Leonardo Badia; Marco Miozzo; Michele Rossi; Michele Zorzi (IEEE Commun. Mag., 2007)

A new approach to simulating PHY, MAC and routing. - Nicola Baldo; Federico Maguolo; Marco Miozzo (VALUETOOLS, 2008)

Architectures for Seamless Handover Support in Heterogeneous Wireless Networks. - Marco Miozzo; Michele Rossi; Michele Zorzi (WCNC, 2008)

Improved Resource Management through User Aggregation in Heterogeneous Multiple Access Wireless Networks. - Leonardo Badia; Nicola Bui; Marco Miozzo; Michele Rossi; Michele Zorzi (IEEE Trans. Wirel. Commun., 2008)

Spectrum-aware channel and PHY layer modeling for ns3. - Nicola Baldo; Marco Miozzo (VALUETOOLS, 2009)

Accurate Modelling of OFDMA Transmission Technique Using IEEE 802.16m Recommendations for WiMAX Network Simulator Design. - Marco Miozzo; Faouzi Bader (MONAMI, 2010)

Miracle: The Multi-Interface Cross-Layer Extension of ns2. - Nicola Baldo; Marco Miozzo; Federico Guerra; Michele Rossi; Michele Zorzi (EURASIP J. Wirel. Commun. Netw., 2010)

Small cells, wireless backhaul and renewable energy: a solution for disaster aftermath communications. - Nicola Baldo; Paolo Dini; Josep Mangues-Bafalluy; Marco Miozzo; José Núñez-Martínez (CogART, 2011)

SWAP Project: Beyond the State of the Art on Harvested Energy-Powered Wireless Sensors Platform Design. - Nicola Bui; Apostolos Georgiadis; Marco Miozzo; Michele Rossi; Xavier Vilajosana (MASS, 2011)

Design of a unified multimedia-aware framework for resource allocation in LTE femtocells. - Iffat Ahmed; Leonardo Badia; Nicola Baldo; Marco Miozzo (MOBIWAC, 2011)

An open source product-oriented LTE network simulator based on ns-3. - Nicola Baldo; Marco Miozzo; Manuel Requena-Esteso; Jaume Nin-Guerrero (MSWiM, 2011)

An LTE module for the ns-3 network simulator. - Giuseppe Piro; Nicola Baldo; Marco Miozzo (SimuTools, 2011)

A lightweight and accurate link abstraction model for the simulation of LTE networks in ns-3. - Marco Mezzavilla; Marco Miozzo; Michele Rossi; Nicola Baldo; Michele Zorzi (MSWiM, 2012)

A Model to Analyze the Energy Savings of Base Station Sleep Mode in LTE HetNets. - Paolo Dini; Marco Miozzo; Nicola Bui; Nicola Baldo (GreenCom/iThings/CPScom, 2013)

Evaluation of TCP performance with LTE downlink schedulers in a vehicular environment. - Dizhi Zhou; Wei Song 001; Nicola Baldo; Marco Miozzo (IWCMC, 2013)

An open source model for the simulation of LTE handover scenarios and algorithms in ns-3. - Nicola Baldo; Manuel Requena-Esteso; Marco Miozzo; Raymond Kwan (MSWiM, 2013)

Implementation and validation of LTE downlink schedulers for ns-3. - Dizhi Zhou; Nicola Baldo; Marco Miozzo (SimuTools, 2013)

SolarStat: Modeling Photovoltaic Sources through Stochastic Markov Processes. - Marco Miozzo; Davide Zordan; Paolo Dini; Michele Rossi (CoRR, 2013)

HetNets Powered by Renewable Energy Sources: Sustainable Next-Generation Cellular Networks. - Giuseppe Piro; Marco Miozzo; Giuseppe Forte; Nicola Baldo; Luigi Alfredo Grieco; Gennaro Boggia; Paolo Dini (IEEE Internet Comput., 2013)

Distributed Q-learning for energy harvesting Heterogeneous Networks. - Marco Miozzo; Lorenza Giupponi; Michele Rossi; Paolo Dini (ICC Workshops, 2015)

An extension of the ns-3 LTE module to simulate fractional frequency reuse algorithms. - Piotr Gawlowicz; Nicola Baldo; Marco Miozzo (WNS3, 2015)

When telecommunications networks meet energy grids: cellular networks with energy harvesting and trading capabilities. - Davide Zordan; Marco Miozzo; Paolo Dini; Michele Rossi (IEEE Commun. Mag., 2015)

Backhaul Routing and Base Station Sleep Mode Engagement in Energy Harvesting Cellular Networks. - Jorge Baranda; Marco Miozzo; Paolo Dini; José Núñez-Martínez; Josep Mangues-Bafalluy (MSWiM, 2016)

Simulating LTE and Wi-Fi Coexistence in Unlicensed Spectrum with ns-3. - Lorenza Giupponi; Thomas Henderson; Biljana Bojovic; Marco Miozzo (CoRR, 2016)

Switch-On/Off Policies for Energy Harvesting Small Cells through Distributed Q-Learning. - Marco Miozzo; Lorenza Giupponi; Michele Rossi; Paolo Dini (WCNC Workshops, 2017)

Towards LTE-Advanced and LTE-A Pro Network Simulations: Implementing Carrier Aggregation in LTE Module of ns-3. - Biljana Bojovic; Melchiorre Danilo Abrignani; Marco Miozzo; Lorenza Giupponi; Nicola Baldo (WNS3, 2017)

Dynamic Functional Split Selection in Energy Harvesting Virtual Small Cells Using Temporal Difference Learning. - Dagnachew Azene Temesgene; Marco Miozzo; Paolo Dini (PIMRC, 2018)

Layered Learning Radio Resource Management for Energy Harvesting Small Base Stations. - Marco Miozzo; Paolo Dini (VTC Spring, 2018)

Optimal Placement of Baseband Functions for Energy Harvesting Virtual Small Cells. - Dagnachew Azene Temesgene; Nicola Piovesan; Marco Miozzo; Paolo Dini (VTC Fall, 2018)

SDR and NFV extensions in the ns-3 LTE module for 5G rapid prototyping. - Marco Miozzo; Nikolaos G. Bartzoudis; Manuel Requena-Esteso; Oriol Font-Bach; Pavel Harbanau; David López Bueno; Miquel Payaró; Josep Mangues (WCNC, 2018)

Optimal direct load control of renewable powered small cells: Performance evaluation and bounds. - Nicola Piovesan; Marco Miozzo; Paolo Dini (WCNC, 2018)

Design, implementation and experimental validation of a 5G energy-aware reconfigurable hotspot. - Oriol Font-Bach; Nikolaos G. Bartzoudis; Marco Miozzo; Carlos Donato; Pavel Harbanau; Manuel Requena-Esteso; David López Bueno; Pablo Serrano 001; Josep Mangues-Bafalluy; Miquel Payaró (Comput. Commun., 2018)

Energy sustainable paradigms and methods for future mobile networks: A survey. - Nicola Piovesan; Ángel Fernández Gambín; Marco Miozzo; Michele Rossi; Paolo Dini (Comput. Commun., 2018)

End-to-end 5G services via an SDN/NFV-based multi-tenant network and cloud testbed. - Raul Muñoz 001; Josep Mangues-Bafalluy; Nikolaos G. Bartzoudis; Ricard Vilalta; Ricardo Martínez 001; Ramon Casellas; Nicola Baldo; José Núñez-Martínez; Manuel Requena-Esteso; Oriol Font-Bach; Marco Miozzo; Pol Henarejos; et al. (CoRR, 2018)

Energy sustainability of next generation cellular networks through learning techniques. - Marco Miozzo (2018)

Evaluating Unlicensed LTE Technologies: LAA vs LTE-U. - Biljana Bojovic; Lorenza Giupponi; Zoraze Ali; Marco Miozzo (IEEE Access, 2019)

Joint Load Control and Energy Sharing for Autonomous Operation of 5G Mobile Networks in Micro-Grids. - Nicola Piovesan; Dagnachew Azene Temesgene; Marco Miozzo; Paolo Dini (IEEE Access, 2019)

Dynamic control of functional splits for energy harvesting virtual small cells: A distributed reinforcement learning approach. - Dagnachew Azene Temesgene; Marco Miozzo; Paolo Dini (Comput. Commun., 2019)

Modeling the Environment in Deep Reinforcement Learning: The Case of Energy Harvesting Base Stations. - Nicola Piovesan; Marco Miozzo; Paolo Dini (ICASSP, 2020)

Recurrent Neural Networks for Handover Management in Next-Generation Self-Organized Networks. - Zoraze Ali; Marco Miozzo; Lorenza Giupponi; Paolo Dini; Stojan Z. Denic; Stavroula Vassaki (PIMRC, 2020)

Coordinated Load Control of Renewable Powered Small Base Stations Through Layered Learning. - Marco Miozzo; Nicola Piovesan; Paolo Dini (IEEE Trans. Green Commun. Netw., 2020)

Multi-Task Learning for Efficient Management of Beyond 5G Radio Access Network Architectures. - Zoraze Ali; Lorenza Giupponi; Marco Miozzo; Paolo Dini (IEEE Access, 2021)

Sustainable Marine Ecosystems: Deep Learning for Water Quality Assessment and Forecasting. - Ángel Fernández Gambín; Eduard Angelats; Jesús Soriano-González; Marco Miozzo; Paolo Dini (IEEE Access, 2021)

Distributed and Multi-Task Learning at the Edge for Energy Efficient Radio Access Networks. - Marco Miozzo; Zoraze Ali; Lorenza Giupponi; Paolo Dini (IEEE Access, 2021)

Joint Load Control and Energy Sharing for Renewable Powered Small Base Stations: A Machine Learning Approach. - Nicola Piovesan; David López-Pérez; Marco Miozzo; Paolo Dini (IEEE Trans. Green Commun. Netw., 2021)

Distributed Deep Reinforcement Learning for Functional Split Control in Energy Harvesting Virtualized Small Cells. - Dagnachew Azene Temesgene; Marco Miozzo; Deniz Gündüz; Paolo Dini (IEEE Trans. Sustain. Comput., 2021)

Deep Reinforcement Learning for Autonomous Mobile Networks in Micro-grids. - Marco Miozzo; Nicola Piovesan; Dagnachew Azene Temesgene; Paolo Dini (Deep Learning for Unmanned Systems, 2021)

How Much Does It Cost to Train a Machine Learning Model over Distributed Data Sources? - Elia Guerra; Francesc Wilhelmi; Marco Miozzo; Paolo Dini (CoRR, 2022)

Urban Traffic Forecasting using Federated and Continual Learning. - Chiara Lanza; Eduard Angelats; Marco Miozzo; Paolo Dini (CIoT, 2023)

Fully Decentralized Client Selection for Energy-Efficient Federated Learning. - Elia Guerra; Marco Miozzo; Paolo Dini (DASC/PiCom/CBDCom/CyberSciTech, 2023)

Towards Energy-Aware Federated Traffic Prediction for Cellular Networks. - Vasileios Perifanis; Nikolaos Pavlidis; Selim F. Yilmaz; Francesc Wilhelmi; Elia Guerra; Marco Miozzo; Pavlos S. Efraimidis; Paolo Dini; Remous-Aris Koutsiamanis (FMEC, 2023)

Mobile Traffic Prediction at the Edge through Distributed and Transfer Learning. - Alfredo Petrella; Marco Miozzo; Paolo Dini (CoRR, 2023)

The Cost of Training Machine Learning Models Over Distributed Data Sources. - Elia Guerra; Francesc Wilhelmi; Marco Miozzo; Paolo Dini (IEEE Open J. Commun. Soc., 2023)

Energy Minimization for Participatory Federated Learning in IoT Analyzed via Game Theory. - Alessandro Buratto; Elia Guerra; Marco Miozzo; Paolo Dini; Leonardo Badia (ICAIIC, 2024)

Energy-Aware Decentralized Learning with Intermittent Model Training. - Martijn de Vos; Akash Balasaheb Dhasade; Paolo Dini; Elia Guerra; Anne-Marie Kermarrec; Marco Miozzo; Rafael Pires 001; Rishi Sharma 001 (IPDPS (Workshops), 2024)

Mobile Traffic Prediction at the Edge Through Distributed and Deep Transfer Learning. - Alfredo Petrella; Marco Miozzo; Paolo Dini (IEEE Access, 2024)

Joint Class and Domain Continual Learning for Decentralized Federated Processes. - Chiara Lanza; Tinne Tuytelaars; Marco Miozzo; Eduard Angelats; Paolo Dini (IEEE Access, 2025)

Federated Learning in Mobile Networks: A Comprehensive Case Study on Traffic Forecasting. - Nikolaos Pavlidis; Vasileios Perifanis; Selim F. Yilmaz; Francesc Wilhelmi; Marco Miozzo; Pavlos S. Efraimidis; Remous-Aris Koutsiamanis; Pavol Mulinka; Paolo Dini (IEEE Trans. Sustain. Comput., 2025)

Self-Supervised Learning at the Edge: The Cost of Labeling. - Roberto Pereira 001; Fernanda Famá; Asal Rangrazi; Marco Miozzo; Charalampos Kalalas; Paolo Dini (CoRR, 2025)