Marco Miozzo

Orcid: 0000-0003-3872-5907

According to our database1, Marco Miozzo authored at least 61 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Energy-Aware Decentralized Learning with Intermittent Model Training.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

Energy Minimization for Participatory Federated Learning in IoT Analyzed via Game Theory.
Proceedings of the International Conference on Artificial Intelligence in Information and Communication , 2024

2023
The Cost of Training Machine Learning Models Over Distributed Data Sources.
IEEE Open J. Commun. Soc., 2023

Mobile Traffic Prediction at the Edge through Distributed and Transfer Learning.
CoRR, 2023

Towards Energy-Aware Federated Traffic Prediction for Cellular Networks.
Proceedings of the Eighth International Conference on Fog and Mobile Edge Computing, 2023

Fully Decentralized Client Selection for Energy-Efficient Federated Learning.
Proceedings of the IEEE Intl Conf on Dependable, 2023

Urban Traffic Forecasting using Federated and Continual Learning.
Proceedings of the 6th Conference on Cloud and Internet of Things, 2023

2022
How Much Does It Cost to Train a Machine Learning Model over Distributed Data Sources?
CoRR, 2022

2021
Deep Reinforcement Learning for Autonomous Mobile Networks in Micro-grids.
Proceedings of the Deep Learning for Unmanned Systems, 2021

Distributed Deep Reinforcement Learning for Functional Split Control in Energy Harvesting Virtualized Small Cells.
IEEE Trans. Sustain. Comput., 2021

Joint Load Control and Energy Sharing for Renewable Powered Small Base Stations: A Machine Learning Approach.
IEEE Trans. Green Commun. Netw., 2021

Distributed and Multi-Task Learning at the Edge for Energy Efficient Radio Access Networks.
IEEE Access, 2021

Sustainable Marine Ecosystems: Deep Learning for Water Quality Assessment and Forecasting.
IEEE Access, 2021

Multi-Task Learning for Efficient Management of Beyond 5G Radio Access Network Architectures.
IEEE Access, 2021

2020
Coordinated Load Control of Renewable Powered Small Base Stations Through Layered Learning.
IEEE Trans. Green Commun. Netw., 2020

Recurrent Neural Networks for Handover Management in Next-Generation Self-Organized Networks.
Proceedings of the 31st IEEE Annual International Symposium on Personal, 2020

Modeling the Environment in Deep Reinforcement Learning: The Case of Energy Harvesting Base Stations.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019
Dynamic control of functional splits for energy harvesting virtual small cells: A distributed reinforcement learning approach.
Comput. Commun., 2019

Joint Load Control and Energy Sharing for Autonomous Operation of 5G Mobile Networks in Micro-Grids.
IEEE Access, 2019

Evaluating Unlicensed LTE Technologies: LAA vs LTE-U.
IEEE Access, 2019

2018
Energy sustainability of next generation cellular networks through learning techniques.
PhD thesis, 2018

End-to-end 5G services via an SDN/NFV-based multi-tenant network and cloud testbed.
CoRR, 2018

Energy sustainable paradigms and methods for future mobile networks: A survey.
Comput. Commun., 2018

Design, implementation and experimental validation of a 5G energy-aware reconfigurable hotspot.
Comput. Commun., 2018

Optimal direct load control of renewable powered small cells: Performance evaluation and bounds.
Proceedings of the 2018 IEEE Wireless Communications and Networking Conference, 2018

SDR and NFV extensions in the ns-3 LTE module for 5G rapid prototyping.
Proceedings of the 2018 IEEE Wireless Communications and Networking Conference, 2018

Optimal Placement of Baseband Functions for Energy Harvesting Virtual Small Cells.
Proceedings of the 88th IEEE Vehicular Technology Conference, 2018

Layered Learning Radio Resource Management for Energy Harvesting Small Base Stations.
Proceedings of the 87th IEEE Vehicular Technology Conference, 2018

Dynamic Functional Split Selection in Energy Harvesting Virtual Small Cells Using Temporal Difference Learning.
Proceedings of the 29th IEEE Annual International Symposium on Personal, 2018

2017
Towards LTE-Advanced and LTE-A Pro Network Simulations: Implementing Carrier Aggregation in LTE Module of ns-3.
Proceedings of the Workshop on ns-3, Porto, Portugal, June 13 - 14, 2017, 2017

Switch-On/Off Policies for Energy Harvesting Small Cells through Distributed Q-Learning.
Proceedings of the 2017 IEEE Wireless Communications and Networking Conference Workshops, 2017

2016
Simulating LTE and Wi-Fi Coexistence in Unlicensed Spectrum with ns-3.
CoRR, 2016

Backhaul Routing and Base Station Sleep Mode Engagement in Energy Harvesting Cellular Networks.
Proceedings of the 19th ACM International Conference on Modeling, 2016

2015
When telecommunications networks meet energy grids: cellular networks with energy harvesting and trading capabilities.
IEEE Commun. Mag., 2015

An extension of the ns-3 LTE module to simulate fractional frequency reuse algorithms.
Proceedings of the 2015 Workshop on ns-3, 2015

Distributed Q-learning for energy harvesting Heterogeneous Networks.
Proceedings of the IEEE International Conference on Communication, 2015

2013
HetNets Powered by Renewable Energy Sources: Sustainable Next-Generation Cellular Networks.
IEEE Internet Comput., 2013

SolarStat: Modeling Photovoltaic Sources through Stochastic Markov Processes.
CoRR, 2013

Implementation and validation of LTE downlink schedulers for ns-3.
Proceedings of the 6th International ICST Conference on Simulation Tools and Techniques, 2013

An open source model for the simulation of LTE handover scenarios and algorithms in ns-3.
Proceedings of the 16th ACM International Conference on Modeling, 2013

Evaluation of TCP performance with LTE downlink schedulers in a vehicular environment.
Proceedings of the 2013 9th International Wireless Communications and Mobile Computing Conference, 2013

A Model to Analyze the Energy Savings of Base Station Sleep Mode in LTE HetNets.
Proceedings of the 2013 IEEE International Conference on Green Computing and Communications (GreenCom) and IEEE Internet of Things (iThings) and IEEE Cyber, 2013

2012
A lightweight and accurate link abstraction model for the simulation of LTE networks in ns-3.
Proceedings of the 15th ACM International Conference on Modeling, 2012

2011
An LTE module for the ns-3 network simulator.
Proceedings of the 4th International ICST Conference on Simulation Tools and Techniques, 2011

An open source product-oriented LTE network simulator based on ns-3.
Proceedings of the 14th International Symposium on Modeling Analysis and Simulation of Wireless and Mobile Systems, 2011

Design of a unified multimedia-aware framework for resource allocation in LTE femtocells.
Proceedings of the 9th ACM International Workshop on Mobility Management & Wireless Access, 2011

SWAP Project: Beyond the State of the Art on Harvested Energy-Powered Wireless Sensors Platform Design.
Proceedings of the IEEE 8th International Conference on Mobile Adhoc and Sensor Systems, 2011

Small cells, wireless backhaul and renewable energy: a solution for disaster aftermath communications.
Proceedings of the CogART 2011, 2011

2010
Miracle: The Multi-Interface Cross-Layer Extension of ns2.
EURASIP J. Wirel. Commun. Netw., 2010

Accurate Modelling of OFDMA Transmission Technique Using IEEE 802.16m Recommendations for WiMAX Network Simulator Design.
Proceedings of the Mobile Networks and Management - Second International ICST Conference, 2010

2009
Spectrum-aware channel and PHY layer modeling for ns3.
Proceedings of the 4th International Conference on Performance Evaluation Methodologies and Tools, 2009

2008
Improved Resource Management through User Aggregation in Heterogeneous Multiple Access Wireless Networks.
IEEE Trans. Wirel. Commun., 2008

Architectures for Seamless Handover Support in Heterogeneous Wireless Networks.
Proceedings of the WCNC 2008, IEEE Wireless Communications & Networking Conference, March 31 2008, 2008

A new approach to simulating PHY, MAC and routing.
Proceedings of the 3rd International ICST Conference on Performance Evaluation Methodologies and Tools, 2008

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].
IEEE Commun. Mag., 2007

Performance improvements in Ad Hoc networks through mobility groups and channel diversity.
Proceedings of the 3rd International ICSTConference on Wireless Internet, 2007

ns2-MIRACLE: a modular framework for multi-technology and cross-layer support in network simulator 2.
Proceedings of the 2nd International Conference on Performance Evaluation Methodolgies and Tools, 2007

Mobility-Aided Routing in Multi-Hop Heterogeneous Networks with Group Mobility.
Proceedings of the Global Communications Conference, 2007

2006
Routing Strategies for Coverage Extension in Heterogeneous Wireless Networks.
Proceedings of the IEEE 17th International Symposium on Personal, 2006

Routing groups in ambient networking.
Proceedings of the 3rd international conference on Mobile technology, 2006

On the exploitation of user aggregation strategies in heterogeneous wireless networks.
Proceedings of the IEEE 11th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, 2006


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