Marco Miozzo - RankMe

79 papers A 4B 10C 1Misc 1Journal 37Unranked 24

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Degradation of Feature Space in Continual Learning. CoRR Chiara Lanza, Roberto Pereira, Marco Miozzo, Eduard Angelats, Paolo Dini
2026	J	`jnl`	Reservoir computing for enhanced fidelity in hierarchical digital twin ecosystems. Future Gener. Comput. Syst. Matteo Mendula, Marco Miozzo, Paolo Bellavista, Paolo Dini
2025	C	`conf`	DARE-ML: Democratized Accessible Resource Environment for Machine Learning in the SUPERCOM Platform. ISC Matteo Mendula, Caterina Leonelli, Marco Miozzo, Paolo Dini
2025	J	`jnl`	Energy Minimization for Participatory Federated Learning in IoT Analyzed via Game Theory. CoRR Alessandro Buratto, Elia Guerra, Marco Miozzo, Paolo Dini, Leonardo Badia
2025	J	`jnl`	Federated Learning in Mobile Networks: A Comprehensive Case Study on Traffic Forecasting. IEEE Trans. Sustain. Comput. Nikolaos Pavlidis, Vasileios Perifanis, Selim F. Yilmaz, Francesc Wilhelmi, Marco Miozzo, Pavlos S. Efraimidis, Remous-Aris Koutsiamanis, Pavol Mulinka, Paolo Dini
2025	J	`jnl`	Joint Class and Domain Continual Learning for Decentralized Federated Processes. IEEE Access Chiara Lanza, Tinne Tuytelaars, Marco Miozzo, Eduard Angelats, Paolo Dini
2025	B	`conf`	Reservoir Computing in Real-World Environments: Optimizing the Cost of Offline and Online Training. IJCNN Matteo Mendula, Marco Miozzo, Paolo Dini
2025	—	`conf`	Self-Supervised Learning at the Edge: The Cost of Labeling. MLSP Roberto Pereira, Fernanda Famá, Asal Rangrazi, Marco Miozzo, Charalampos Kalalas, Paolo Dini
2025	J	`jnl`	Self-Supervised Learning at the Edge: The Cost of Labeling. CoRR Roberto Pereira, Fernanda Famá, Asal Rangrazi, Marco Miozzo, Charalampos Kalalas, Paolo Dini
2024	—	`conf`	Energy Minimization for Participatory Federated Learning in IoT Analyzed via Game Theory. ICAIIC Alessandro Buratto, Elia Guerra, Marco Miozzo, Paolo Dini, Leonardo Badia
2024	—	`conf`	Energy-Aware Decentralized Learning with Intermittent Model Training. IPDPS (Workshops) Martijn de Vos, Akash Balasaheb Dhasade, Paolo Dini, Elia Guerra, Anne-Marie Kermarrec, Marco Miozzo, Rafael Pires, Rishi Sharma
2024	J	`jnl`	Energy-Aware Decentralized Learning with Intermittent Model Training. CoRR Akash Balasaheb Dhasade, Paolo Dini, Elia Guerra, Anne-Marie Kermarrec, Marco Miozzo, Rafael Pires, Rishi Sharma, Martijn de Vos
2024	J	`jnl`	Federated Learning in Mobile Networks: A Comprehensive Case Study on Traffic Forecasting. CoRR Nikolaos Pavlidis, Vasileios Perifanis, Selim F. Yilmaz, Francesc Wilhelmi, Marco Miozzo, Pavlos S. Efraimidis, Remous-Aris Koutsiamanis, Pavol Mulinka, Paolo Dini
2024	J	`jnl`	Mobile Traffic Prediction at the Edge Through Distributed and Deep Transfer Learning. IEEE Access Alfredo Petrella, Marco Miozzo, Paolo Dini
2023	—	`conf`	Fully Decentralized Client Selection for Energy-Efficient Federated Learning. DASC/PiCom/CBDCom/CyberSciTech Elia Guerra, Marco Miozzo, Paolo Dini
2023	J	`jnl`	Mobile Traffic Prediction at the Edge through Distributed and Transfer Learning. CoRR Alfredo Petrella, Marco Miozzo, Paolo Dini
2023	J	`jnl`	The Cost of Training Machine Learning Models Over Distributed Data Sources. IEEE Open J. Commun. Soc. Elia Guerra, Francesc Wilhelmi, Marco Miozzo, Paolo Dini
2023	—	`conf`	Towards Energy-Aware Federated Traffic Prediction for Cellular Networks. FMEC Vasileios Perifanis, Nikolaos Pavlidis, Selim F. Yilmaz, Francesc Wilhelmi, Elia Guerra, Marco Miozzo, Pavlos S. Efraimidis, Paolo Dini, Remous-Aris Koutsiamanis
2023	J	`jnl`	Towards Energy-Aware Federated Traffic Prediction for Cellular Networks. CoRR Vasileios Perifanis, Nikolaos Pavlidis, Selim F. Yilmaz, Francesc Wilhelmi, Elia Guerra, Marco Miozzo, Pavlos S. Efraimidis, Paolo Dini, Remous-Aris Koutsiamanis
2023	—	`conf`	Urban Traffic Forecasting using Federated and Continual Learning. CIoT Chiara Lanza, Eduard Angelats, Marco Miozzo, Paolo Dini
2022	J	`jnl`	How Much Does It Cost to Train a Machine Learning Model over Distributed Data Sources? CoRR Elia Guerra, Francesc Wilhelmi, Marco Miozzo, Paolo Dini
2021	—	`ch.`	Deep Reinforcement Learning for Autonomous Mobile Networks in Micro-grids. Deep Learning for Unmanned Systems Marco Miozzo, Nicola Piovesan, Dagnachew Azene Temesgene, Paolo Dini
2021	J	`jnl`	Distributed Deep Reinforcement Learning for Functional Split Control in Energy Harvesting Virtualized Small Cells. IEEE Trans. Sustain. Comput. Dagnachew Azene Temesgene, Marco Miozzo, Deniz Gündüz, Paolo Dini
2021	J	`jnl`	Distributed and Multi-Task Learning at the Edge for Energy Efficient Radio Access Networks. IEEE Access Marco Miozzo, Zoraze Ali, Lorenza Giupponi, Paolo Dini
2021	J	`jnl`	Joint Load Control and Energy Sharing for Renewable Powered Small Base Stations: A Machine Learning Approach. IEEE Trans. Green Commun. Netw. Nicola Piovesan, David López-Pérez, Marco Miozzo, Paolo Dini
2021	J	`jnl`	Multi-Task Learning for Efficient Management of Beyond 5G Radio Access Network Architectures. IEEE Access Zoraze Ali, Lorenza Giupponi, Marco Miozzo, Paolo Dini
2021	J	`jnl`	Sustainable Marine Ecosystems: Deep Learning for Water Quality Assessment and Forecasting. IEEE Access Ángel Fernández Gambín, Eduard Angelats, Jesús Soriano-González, Marco Miozzo, Paolo Dini
2020	J	`jnl`	Coordinated Load Control of Renewable Powered Small Base Stations Through Layered Learning. IEEE Trans. Green Commun. Netw. Marco Miozzo, Nicola Piovesan, Paolo Dini
2020	J	`jnl`	Distributed Deep Reinforcement Learning for Functional Split Control in Energy Harvesting Virtualized Small Cells. CoRR Dagnachew Azene Temesgene, Marco Miozzo, Deniz Gündüz, Paolo Dini
2020	Misc	`conf`	Modeling the Environment in Deep Reinforcement Learning: The Case of Energy Harvesting Base Stations. ICASSP Nicola Piovesan, Marco Miozzo, Paolo Dini
2020	B	`conf`	Recurrent Neural Networks for Handover Management in Next-Generation Self-Organized Networks. PIMRC Zoraze Ali, Marco Miozzo, Lorenza Giupponi, Paolo Dini, Stojan Z. Denic, Stavroula Vassaki
2020	J	`jnl`	Recurrent Neural Networks for Handover Management in Next-Generation Self-Organized Networks. CoRR Zoraze Ali, Marco Miozzo, Lorenza Giupponi, Paolo Dini, Stojan Z. Denic, Stavroula Vassaki
2019	J	`jnl`	Dynamic Control of Functional Splits for Energy Harvesting Virtual Small Cells: a Distributed Reinforcement Learning Approach. CoRR Dagnachew Azene Temesgene, Marco Miozzo, Paolo Dini
2019	J	`jnl`	Dynamic control of functional splits for energy harvesting virtual small cells: A distributed reinforcement learning approach. Comput. Commun. Dagnachew Azene Temesgene, Marco Miozzo, Paolo Dini
2019	J	`jnl`	Evaluating Unlicensed LTE Technologies: LAA vs LTE-U. IEEE Access Biljana Bojovic, Lorenza Giupponi, Zoraze Ali, Marco Miozzo
2019	J	`jnl`	Joint Load Control and Energy Sharing for Autonomous Operation of 5G Mobile Networks in Micro-Grids. IEEE Access Nicola Piovesan, Dagnachew Azene Temesgene, Marco Miozzo, Paolo Dini
2018	J	`jnl`	Design, implementation and experimental validation of a 5G energy-aware reconfigurable hotspot. Comput. Commun. Oriol Font-Bach, Nikolaos G. Bartzoudis, Marco Miozzo, Carlos Donato, Pavel Harbanau, Manuel Requena-Esteso, David López Bueno, Pablo Serrano, Josep Mangues-Bafalluy, Miquel Payaró
2018	B	`conf`	Dynamic Functional Split Selection in Energy Harvesting Virtual Small Cells Using Temporal Difference Learning. PIMRC Dagnachew Azene Temesgene, Marco Miozzo, Paolo Dini
2018	J	`jnl`	End-to-end 5G services via an SDN/NFV-based multi-tenant network and cloud testbed. CoRR Raul Muñoz, Josep Mangues-Bafalluy, Nikolaos G. Bartzoudis, Ricard Vilalta, Ricardo Martínez, Ramon Casellas, Nicola Baldo, José Núñez-Martínez, Manuel Requena-Esteso, Oriol Font-Bach, Marco Miozzo, Pol Henarejos, Ana I. Pérez-Neira, Miquel Payaró
2018	—	`—`	Energy sustainability of next generation cellular networks through learning techniques. Marco Miozzo
2018	J	`jnl`	Energy sustainable paradigms and methods for future mobile networks: A survey. Comput. Commun. Nicola Piovesan, Ángel Fernández Gambín, Marco Miozzo, Michele Rossi, Paolo Dini
2018	J	`jnl`	Energy sustainable paradigms and methods for future mobile networks: A survey. CoRR Nicola Piovesan, Ángel Fernández Gambín, Marco Miozzo, Michele Rossi, Paolo Dini
2018	—	`conf`	Layered Learning Radio Resource Management for Energy Harvesting Small Base Stations. VTC Spring Marco Miozzo, Paolo Dini
2018	—	`conf`	Optimal Placement of Baseband Functions for Energy Harvesting Virtual Small Cells. VTC Fall Dagnachew Azene Temesgene, Nicola Piovesan, Marco Miozzo, Paolo Dini
2018	J	`jnl`	Optimal Placement of Baseband Functions for Energy Harvesting Virtual Small Cells. CoRR Dagnachew Azene Temesgene, Nicola Piovesan, Marco Miozzo, Paolo Dini
2018	B	`conf`	Optimal direct load control of renewable powered small cells: Performance evaluation and bounds. WCNC Nicola Piovesan, Marco Miozzo, Paolo Dini
2018	B	`conf`	SDR and NFV extensions in the ns-3 LTE module for 5G rapid prototyping. WCNC Marco Miozzo, Nikolaos G. Bartzoudis, Manuel Requena-Esteso, Oriol Font-Bach, Pavel Harbanau, David López Bueno, Miquel Payaró, Josep Mangues
2017	—	`conf`	Switch-On/Off Policies for Energy Harvesting Small Cells through Distributed Q-Learning. WCNC Workshops Marco Miozzo, Lorenza Giupponi, Michele Rossi, Paolo Dini
2017	—	`conf`	Towards LTE-Advanced and LTE-A Pro Network Simulations: Implementing Carrier Aggregation in LTE Module of ns-3. WNS3 Biljana Bojovic, Melchiorre Danilo Abrignani, Marco Miozzo, Lorenza Giupponi, Nicola Baldo
2016	A	`conf`	Backhaul Routing and Base Station Sleep Mode Engagement in Energy Harvesting Cellular Networks. MSWiM Jorge Baranda, Marco Miozzo, Paolo Dini, José Núñez-Martínez, Josep Mangues-Bafalluy
2016	J	`jnl`	Simulating LTE and Wi-Fi Coexistence in Unlicensed Spectrum with ns-3. CoRR Lorenza Giupponi, Thomas Henderson, Biljana Bojovic, Marco Miozzo
2015	—	`conf`	An extension of the ns-3 LTE module to simulate fractional frequency reuse algorithms. WNS3 Piotr Gawlowicz, Nicola Baldo, Marco Miozzo
2015	—	`conf`	Distributed Q-learning for energy harvesting Heterogeneous Networks. ICC Workshops Marco Miozzo, Lorenza Giupponi, Michele Rossi, Paolo Dini
2015	J	`jnl`	When telecommunications networks meet energy grids: cellular networks with energy harvesting and trading capabilities. IEEE Commun. Mag. Davide Zordan, Marco Miozzo, Paolo Dini, Michele Rossi
2013	—	`conf`	A Model to Analyze the Energy Savings of Base Station Sleep Mode in LTE HetNets. GreenCom/iThings/CPScom Paolo Dini, Marco Miozzo, Nicola Bui, Nicola Baldo
2013	A	`conf`	An open source model for the simulation of LTE handover scenarios and algorithms in ns-3. MSWiM Nicola Baldo, Manuel Requena-Esteso, Marco Miozzo, Raymond Kwan
2013	B	`conf`	Evaluation of TCP performance with LTE downlink schedulers in a vehicular environment. IWCMC Dizhi Zhou, Wei Song, Nicola Baldo, Marco Miozzo
2013	J	`jnl`	HetNets Powered by Renewable Energy Sources: Sustainable Next-Generation Cellular Networks. IEEE Internet Comput. Giuseppe Piro, Marco Miozzo, Giuseppe Forte, Nicola Baldo, Luigi Alfredo Grieco, Gennaro Boggia, Paolo Dini
2013	—	`conf`	Implementation and validation of LTE downlink schedulers for ns-3. SimuTools Dizhi Zhou, Nicola Baldo, Marco Miozzo
2013	J	`jnl`	SolarStat: Modeling Photovoltaic Sources through Stochastic Markov Processes. CoRR Marco Miozzo, Davide Zordan, Paolo Dini, Michele Rossi
2012	A	`conf`	A lightweight and accurate link abstraction model for the simulation of LTE networks in ns-3. MSWiM Marco Mezzavilla, Marco Miozzo, Michele Rossi, Nicola Baldo, Michele Zorzi
2011	—	`conf`	An LTE module for the ns-3 network simulator. SimuTools Giuseppe Piro, Nicola Baldo, Marco Miozzo
2011	A	`conf`	An open source product-oriented LTE network simulator based on ns-3. MSWiM Nicola Baldo, Marco Miozzo, Manuel Requena-Esteso, Jaume Nin-Guerrero
2011	—	`conf`	Design of a unified multimedia-aware framework for resource allocation in LTE femtocells. MOBIWAC Iffat Ahmed, Leonardo Badia, Nicola Baldo, Marco Miozzo
2011	B	`conf`	SWAP Project: Beyond the State of the Art on Harvested Energy-Powered Wireless Sensors Platform Design. MASS Nicola Bui, Apostolos Georgiadis, Marco Miozzo, Michele Rossi, Xavier Vilajosana
2011	—	`conf`	Small cells, wireless backhaul and renewable energy: a solution for disaster aftermath communications. CogART Nicola Baldo, Paolo Dini, Josep Mangues-Bafalluy, Marco Miozzo, José Núñez-Martínez
2010	—	`conf`	Accurate Modelling of OFDMA Transmission Technique Using IEEE 802.16m Recommendations for WiMAX Network Simulator Design. MONAMI Marco Miozzo, Faouzi Bader
2010	J	`jnl`	Miracle: The Multi-Interface Cross-Layer Extension of ns2. EURASIP J. Wirel. Commun. Netw. Nicola Baldo, Marco Miozzo, Federico Guerra, Michele Rossi, Michele Zorzi
2009	—	`conf`	Spectrum-aware channel and PHY layer modeling for ns3. VALUETOOLS Nicola Baldo, Marco Miozzo
2008	—	`conf`	A new approach to simulating PHY, MAC and routing. VALUETOOLS Nicola Baldo, Federico Maguolo, Marco Miozzo
2008	B	`conf`	Architectures for Seamless Handover Support in Heterogeneous Wireless Networks. WCNC Marco Miozzo, Michele Rossi, Michele Zorzi
2008	J	`jnl`	Improved Resource Management through User Aggregation in Heterogeneous Multiple Access Wireless Networks. IEEE Trans. Wirel. Commun. Leonardo Badia, Nicola Bui, Marco Miozzo, Michele Rossi, Michele Zorzi
2007	B	`conf`	Mobility-Aided Routing in Multi-Hop Heterogeneous Networks with Group Mobility. GLOBECOM Leonardo Badia, Nicola Bui, Marco Miozzo, Michele Rossi, Michele Zorzi
2007	—	`conf`	Performance improvements in Ad Hoc networks through mobility groups and channel diversity. WICON Albert F. Harris III, Marco Miozzo, Michele Rossi, Michele Zorzi
2007	J	`jnl`	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]. IEEE Commun. Mag. Leonardo Badia, Marco Miozzo, Michele Rossi, Michele Zorzi
2007	—	`conf`	ns2-MIRACLE: a modular framework for multi-technology and cross-layer support in network simulator 2. VALUETOOLS Nicola Baldo, Federico Maguolo, Marco Miozzo, Michele Rossi, Michele Zorzi
2006	—	`conf`	On the exploitation of user aggregation strategies in heterogeneous wireless networks. CAMAD Leonardo Badia, Nicola Bui, Marco Miozzo, Michele Rossi, Michele Zorzi
2006	B	`conf`	Routing Strategies for Coverage Extension in Heterogeneous Wireless Networks. PIMRC Marco Miozzo, Michele Rossi, Michele Zorzi
2006	—	`conf`	Routing groups in ambient networking. Mobility Conference Ramón Agüero Calvo, Marco Miozzo, Jochen Eisl, Dániel Hollós, Eleanor Hepworth, Leonardo Badia