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Marco Miozzo
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2020 – today
- 2024
- [c37]Alessandro Buratto
, Elia Guerra, Marco Miozzo, Paolo Dini, Leonardo Badia
Energy Minimization for Participatory Federated Learning in IoT Analyzed via Game Theory. ICAIIC 2024: 249-254 - [c36]Martijn de Vos, Akash Dhasade, Paolo Dini, Elia Guerra, Anne-Marie Kermarrec, Marco Miozzo, Rafael Pires, Rishi Sharma:
Energy-Aware Decentralized Learning with Intermittent Model Training. IPDPS (Workshops) 2024: 1172-1174 - [i12]Akash Dhasade, Paolo Dini, Elia Guerra, Anne-Marie Kermarrec, Marco Miozzo, Rafael Pires, Rishi Sharma, Martijn de Vos:
Energy-Aware Decentralized Learning with Intermittent Model Training. CoRR abs/2407.01283 (2024) - 2023
- [j17]Elia Guerra
The Cost of Training Machine Learning Models Over Distributed Data Sources. IEEE Open J. Commun. Soc. 4: 1111-1126 (2023) - [c35]Chiara Lanza, Eduard Angelats
Urban Traffic Forecasting using Federated and Continual Learning. CIoT 2023: 1-8 - [c34]Elia Guerra, Marco Miozzo, Paolo Dini:
Fully Decentralized Client Selection for Energy-Efficient Federated Learning. DASC/PiCom/CBDCom/CyberSciTech 2023: 595-601 - [c33]Vasileios Perifanis, Nikolaos Pavlidis, Selim F. Yilmaz, Francesc Wilhelmi, Elia Guerra, Marco Miozzo, Pavlos S. Efraimidis, Paolo Dini, Remous-Aris Koutsiamanis:
Towards Energy-Aware Federated Traffic Prediction for Cellular Networks. FMEC 2023: 93-100 - [i11]Vasileios Perifanis
Towards Energy-Aware Federated Traffic Prediction for Cellular Networks. CoRR abs/2309.10645 (2023) - [i10]Alfredo Petrella, Marco Miozzo, Paolo Dini:
Mobile Traffic Prediction at the Edge through Distributed and Transfer Learning. CoRR abs/2310.14456 (2023) - 2022
- [i9]Elia Guerra, Francesc Wilhelmi, Marco Miozzo, Paolo Dini:
How Much Does It Cost to Train a Machine Learning Model over Distributed Data Sources? CoRR abs/2209.07124 (2022) - 2021
- [j16]Marco Miozzo
Distributed and Multi-Task Learning at the Edge for Energy Efficient Radio Access Networks. IEEE Access 9: 12491-12505 (2021) - [j15]Ángel Fernández Gambín, Eduard Angelats
Sustainable Marine Ecosystems: Deep Learning for Water Quality Assessment and Forecasting. IEEE Access 9: 121344-121365 (2021) - [j14]Zoraze Ali
Multi-Task Learning for Efficient Management of Beyond 5G Radio Access Network Architectures. IEEE Access 9: 158892-158907 (2021) - [j13]Nicola Piovesan
Joint Load Control and Energy Sharing for Renewable Powered Small Base Stations: A Machine Learning Approach. IEEE Trans. Green Commun. Netw. 5(1): 512-525 (2021) - [j12]Dagnachew Azene Temesgene
Distributed Deep Reinforcement Learning for Functional Split Control in Energy Harvesting Virtualized Small Cells. IEEE Trans. Sustain. Comput. 6(4): 626-640 (2021) - [p1]Marco Miozzo, Nicola Piovesan
Deep Reinforcement Learning for Autonomous Mobile Networks in Micro-grids. Deep Learning for Unmanned Systems 2021: 259-308 - 2020
- [j11]Marco Miozzo
Coordinated Load Control of Renewable Powered Small Base Stations Through Layered Learning. IEEE Trans. Green Commun. Netw. 4(1): 16-30 (2020) - [c32]Nicola Piovesan
Modeling the Environment in Deep Reinforcement Learning: The Case of Energy Harvesting Base Stations. ICASSP 2020: 8996-9000 - [c31]Zoraze Ali, Marco Miozzo
Recurrent Neural Networks for Handover Management in Next-Generation Self-Organized Networks. PIMRC 2020: 1-6 - [i8]Zoraze Ali, Marco Miozzo, Lorenza Giupponi, Paolo Dini, Stojan Z. Denic, Stavroula Vassaki:
Recurrent Neural Networks for Handover Management in Next-Generation Self-Organized Networks. CoRR abs/2006.06526 (2020) - [i7]Dagnachew Azene Temesgene, Marco Miozzo, Deniz Gündüz, Paolo Dini:
Distributed Deep Reinforcement Learning for Functional Split Control in Energy Harvesting Virtualized Small Cells. CoRR abs/2008.04105 (2020)
2010 – 2019
- 2019
- [j10]Nicola Piovesan
Joint Load Control and Energy Sharing for Autonomous Operation of 5G Mobile Networks in Micro-Grids. IEEE Access 7: 31140-31150 (2019) - [j9]Biljana Bojovic
Evaluating Unlicensed LTE Technologies: LAA vs LTE-U. IEEE Access 7: 89714-89751 (2019) - [j8]Dagnachew Azene Temesgene, Marco Miozzo, Paolo Dini
Dynamic control of functional splits for energy harvesting virtual small cells: A distributed reinforcement learning approach. Comput. Commun. 148: 48-61 (2019) - [i6]Dagnachew Azene Temesgene, Marco Miozzo, Paolo Dini:
Dynamic Control of Functional Splits for Energy Harvesting Virtual Small Cells: a Distributed Reinforcement Learning Approach. CoRR abs/1906.05735 (2019) - 2018
- [b1]Marco Miozzo:
Energy sustainability of next generation cellular networks through learning techniques. Polytechnic University of Catalonia, Spain, 2018 - [j7]Nicola Piovesan
Energy sustainable paradigms and methods for future mobile networks: A survey. Comput. Commun. 119: 101-117 (2018) - [j6]Oriol Font-Bach
Design, implementation and experimental validation of a 5G energy-aware reconfigurable hotspot. Comput. Commun. 128: 1-17 (2018) - [c30]Dagnachew Azene Temesgene, Marco Miozzo
Dynamic Functional Split Selection in Energy Harvesting Virtual Small Cells Using Temporal Difference Learning. PIMRC 2018: 1813-1819 - [c29]Marco Miozzo
Layered Learning Radio Resource Management for Energy Harvesting Small Base Stations. VTC Spring 2018: 1-6 - [c28]Dagnachew Azene Temesgene, Nicola Piovesan
Optimal Placement of Baseband Functions for Energy Harvesting Virtual Small Cells. VTC Fall 2018: 1-6 - [c27]Marco Miozzo
SDR and NFV extensions in the ns-3 LTE module for 5G rapid prototyping. WCNC 2018: 1-6 - [c26]Nicola Piovesan
Optimal direct load control of renewable powered small cells: Performance evaluation and bounds. WCNC 2018: 1-6 - [i5]Nicola Piovesan, Ángel Fernández Gambín, Marco Miozzo, Michele Rossi, Paolo Dini:
Energy sustainable paradigms and methods for future mobile networks: A survey. CoRR abs/1801.07551 (2018) - [i4]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:
End-to-end 5G services via an SDN/NFV-based multi-tenant network and cloud testbed. CoRR abs/1803.07328 (2018) - [i3]Dagnachew Azene Temesgene, Nicola Piovesan, Marco Miozzo, Paolo Dini:
Optimal Placement of Baseband Functions for Energy Harvesting Virtual Small Cells. CoRR abs/1805.12015 (2018) - 2017
- [c25]Marco Miozzo
Switch-On/Off Policies for Energy Harvesting Small Cells through Distributed Q-Learning. WCNC Workshops 2017: 1-6 - [c24]Biljana Bojovic
Towards LTE-Advanced and LTE-A Pro Network Simulations: Implementing Carrier Aggregation in LTE Module of ns-3. WNS3 2017: 63-70 - 2016
- [c23]Jorge Baranda, Marco Miozzo
Backhaul Routing and Base Station Sleep Mode Engagement in Energy Harvesting Cellular Networks. MSWiM 2016: 186-189 - [i2]Lorenza Giupponi, Thomas Henderson, Biljana Bojovic, Marco Miozzo:
Simulating LTE and Wi-Fi Coexistence in Unlicensed Spectrum with ns-3. CoRR abs/1604.06826 (2016) - 2015
- [j5]Davide Zordan, Marco Miozzo
When telecommunications networks meet energy grids: cellular networks with energy harvesting and trading capabilities. IEEE Commun. Mag. 53(6): 117-123 (2015) - [c22]Marco Miozzo
Distributed Q-learning for energy harvesting Heterogeneous Networks. ICC Workshops 2015: 2006-2011 - [c21]Piotr Gawlowicz, Nicola Baldo, Marco Miozzo
An extension of the ns-3 LTE module to simulate fractional frequency reuse algorithms. WNS3 2015: 98-105 - 2013
- [j4]Giuseppe Piro, Marco Miozzo, Giuseppe Forte, Nicola Baldo, Luigi Alfredo Grieco, Gennaro Boggia, Paolo Dini:
HetNets Powered by Renewable Energy Sources: Sustainable Next-Generation Cellular Networks. IEEE Internet Comput. 17(1): 32-39 (2013) - [c20]Paolo Dini
A Model to Analyze the Energy Savings of Base Station Sleep Mode in LTE HetNets. GreenCom/iThings/CPScom 2013: 1375-1380 - [c19]Dizhi Zhou, Wei Song, Nicola Baldo, Marco Miozzo
Evaluation of TCP performance with LTE downlink schedulers in a vehicular environment. IWCMC 2013: 1064-1069 - [c18]Nicola Baldo, Manuel Requena-Esteso, Marco Miozzo
An open source model for the simulation of LTE handover scenarios and algorithms in ns-3. MSWiM 2013: 289-298 - [c17]Dizhi Zhou, Nicola Baldo, Marco Miozzo:
Implementation and validation of LTE downlink schedulers for ns-3. SimuTools 2013: 211-218 - [i1]Marco Miozzo, Davide Zordan, Paolo Dini, Michele Rossi:
SolarStat: Modeling Photovoltaic Sources through Stochastic Markov Processes. CoRR abs/1311.1025 (2013) - 2012
- [c16]Marco Mezzavilla, Marco Miozzo, Michele Rossi, Nicola Baldo, Michele Zorzi:
A lightweight and accurate link abstraction model for the simulation of LTE networks in ns-3. MSWiM 2012: 55-60 - 2011
- [c15]Nicola Baldo, Paolo Dini
Small cells, wireless backhaul and renewable energy: a solution for disaster aftermath communications. CogART 2011: 52 - [c14]Nicola Bui
SWAP Project: Beyond the State of the Art on Harvested Energy-Powered Wireless Sensors Platform Design. MASS 2011: 837-842 - [c13]Iffat Ahmed, Leonardo Badia
Design of a unified multimedia-aware framework for resource allocation in LTE femtocells. MOBIWAC 2011: 159-162 - [c12]Nicola Baldo, Marco Miozzo
An open source product-oriented LTE network simulator based on ns-3. MSWiM 2011: 293-298 - [c11]Giuseppe Piro, Nicola Baldo, Marco Miozzo:
An LTE module for the ns-3 network simulator. SimuTools 2011: 415-422 - 2010
- [j3]Nicola Baldo, Marco Miozzo, Federico Guerra, Michele Rossi, Michele Zorzi:
Miracle: The Multi-Interface Cross-Layer Extension of ns2. EURASIP J. Wirel. Commun. Netw. 2010 (2010) - [c10]Marco Miozzo, Faouzi Bader:
Accurate Modelling of OFDMA Transmission Technique Using IEEE 802.16m Recommendations for WiMAX Network Simulator Design. MONAMI 2010: 258-269
2000 – 2009
- 2009
- [c9]Nicola Baldo, Marco Miozzo
Spectrum-aware channel and PHY layer modeling for ns3. VALUETOOLS 2009: 2 - 2008
- [j2]Leonardo Badia, Nicola Bui, Marco Miozzo, Michele Rossi, Michele Zorzi:
Improved Resource Management through User Aggregation in Heterogeneous Multiple Access Wireless Networks. IEEE Trans. Wirel. Commun. 7(9): 3329-3334 (2008) - [c8]Nicola Baldo, Federico Maguolo, Marco Miozzo:
A new approach to simulating PHY, MAC and routing. VALUETOOLS 2008: 74 - [c7]Marco Miozzo, Michele Rossi, Michele Zorzi:
Architectures for Seamless Handover Support in Heterogeneous Wireless Networks. WCNC 2008: 2432-2437 - 2007
- [j1]Leonardo Badia, Marco Miozzo, Michele Rossi, Michele Zorzi:
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. 45(2): 67-73 (2007) - [c6]Leonardo Badia, Nicola Bui, Marco Miozzo, Michele Rossi, Michele Zorzi:
Mobility-Aided Routing in Multi-Hop Heterogeneous Networks with Group Mobility. GLOBECOM 2007: 4915-4919 - [c5]Nicola Baldo, Federico Maguolo, Marco Miozzo, Michele Rossi, Michele Zorzi:
ns2-MIRACLE: a modular framework for multi-technology and cross-layer support in network simulator 2. VALUETOOLS 2007: 16 - [c4]Albert F. Harris III, Marco Miozzo, Michele Rossi, Michele Zorzi:
Performance improvements in Ad Hoc networks through mobility groups and channel diversity. WICON 2007: 16 - 2006
- [c3]Leonardo Badia, Nicola Bui, Marco Miozzo, Michele Rossi, Michele Zorzi:
On the exploitation of user aggregation strategies in heterogeneous wireless networks. CAMAD 2006: 8-15 - [c2]Ramón Agüero Calvo
Routing groups in ambient networking. Mobility Conference 2006: 63 - [c1]Marco Miozzo, Michele Rossi, Michele Zorzi:
Routing Strategies for Coverage Extension in Heterogeneous Wireless Networks. PIMRC 2006: 1-5
Coauthor Index
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last updated on 2024-10-07 21:15 CEST by the dblp team
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