Mattia Merluzzi

61 papers B 7Misc 5Journal 26Unranked 23
YearRankTypeTitle / Venue / Authors
2026 J jnl
Distributed Semantic Alignment over Interference Channels: A Game-Theoretic Approach.
CoRR
Giuseppe Di Poce, Mattia Merluzzi, Emilio Calvanese Strinati, Paolo Di Lorenzo
2026 J jnl
Towards Sustainable 6G: A Holistic View of Trade-offs and Enablers.
CoRR
Mattia Merluzzi, Olivier Bouchet, Ali Balador, Gilles Callebaut, Anastasius Gavras, Liesbet Van der Perre, Albert Banchs, Mauro Renato Boldi, Emilio Calvanese Strinati, Bahare M. Khorsandi, Marja Matinmikko-Blue, Lars-Christoph Schmelz
2025 B conf
Access Point Switch On/Off for Energy Efficient Scalable Cell-Free MIMO Networks.
GLOBECOM
Ala Eddine Nouali, Mattia Merluzzi, Jean-Baptiste Dore, Jean-Paul Jamont
2025 J jnl
Adaptive Semantic Token Communication for Transformer-based Edge Inference.
CoRR
Alessio Devoto, Jary Pomponi, Mattia Merluzzi, Paolo Di Lorenzo, Simone Scardapane
2025 J jnl
Balancing Costs and Utilities in Future Networks via Market Equilibrium with Externalities.
CoRR
Mandar Datar, Mattia Merluzzi
2025 — conf
Collaborative Edge Inference via Semantic Grouping Under Wireless Channel Constraints.
EUSIPCO
Mateus Pontes Mota, Mattia Merluzzi, Emilio Calvanese Strinati
2025 J jnl
Collaborative Edge Inference via Semantic Grouping under Wireless Channel Constraints.
CoRR
Mateus Pontes Mota, Mattia Merluzzi, Emilio Calvanese Strinati
2025 — conf
Goal-Oriented Spectrum Sharing: Trading Edge Inference Power for Data Streaming Performance.
EUSIPCO
Mattia Merluzzi, Miltiadis C. Filippou
2025 — conf
Joint Channel and Semantic-Aware Grouping for Effective Collaborative Edge Inference.
SPAWC
Mateus Pontes Mota, Mattia Merluzzi, Emilio Calvanese Strinati
2025 J jnl
Joint Channel and Semantic-aware Grouping for Effective Collaborative Edge Inference.
CoRR
Mateus Pontes Mota, Mattia Merluzzi, Emilio Calvanese Strinati
2025 B conf
Mobility Management in Scalable Cell-Free MIMO Networks Under Channel Aging and Handover.
PIMRC
Ala Eddine Nouali, Mattia Merluzzi, Jean-Baptiste Dore, Jean-Paul Jamont
2025 J jnl
Semantic and Goal-oriented Wireless Network Coverage: The Area of Effectiveness.
CoRR
Mattia Merluzzi, Giuseppe Di Poce, Paolo Di Lorenzo
2025 B conf
Toward Energy and Location-Aware Resource Allocation in Next Generation Networks.
PIMRC
Mandar Datar, Mattia Merluzzi
2025 J jnl
Toward Energy and Location-Aware Resource Allocation in Next Generation Networks.
CoRR
Mandar Datar, Mattia Merluzzi
2024 — conf
Analyzing and Enhancing Queue Sampling for Energy-Efficient Remote Control of Bandits.
MeditCom
Hiba Dakdouk, Mohamed Sana, Mattia Merluzzi
2024 J jnl
Analyzing and Enhancing Queue Sampling for Energy-Efficient Remote Control of Bandits.
CoRR
Hiba Dakdouk, Mohamed Sana, Mattia Merluzzi
2024 J jnl
Anomalous and Specular Reflections of Reconfigurable Intelligent Surfaces: Configuration Strategies and System Performance.
IEEE Wirel. Commun. Lett.
Mattia Merluzzi, Antonio Clemente
2024 — conf
Goal-Oriented Communications Based on Recursive Early Exit Neural Networks.
IEEECONF
Jary Pomponi, Mattia Merluzzi, Alessio Devoto, Mateus Pontes Mota, Paolo Di Lorenzo, Simone Scardapane
2024 — conf
Goal-Oriented and Semantic Communication in 6G AI-Native Networks: The 6G-GOALS Approach.
EuCNC/6G Summit
Emilio Calvanese Strinati, Paolo Di Lorenzo, Vincenzo Sciancalepore, Adnan Aijaz, Marios Kountouris, Deniz Gündüz, Petar Popovski, Mohamed Sana, Photios A. Stavrou, Beatriz Soret, Nicola Cordeschi, Simone Scardapane, Mattia Merluzzi, Lanfranco Zanzi, Mauro Renato Boldi, Tony Q. S. Quek, Nicola di Pietro, Olivier Forceville, Francesca Costanzo, Peizheng Li
2024 J jnl
Goal-oriented Communications based on Recursive Early Exit Neural Networks.
CoRR
Jary Pomponi, Mattia Merluzzi, Alessio Devoto, Mateus Pontes Mota, Paolo Di Lorenzo, Simone Scardapane
2024 J jnl
Innovation Management in 6G Research: The Case of Hexa-X Project.
IEEE Commun. Mag.
Dario Sabella, Giovanni Nardini, Panagiotis Demestichas, Sokratis Barmpounakis, Dinh-Thuy Phan-Huy, Mattia Merluzzi, Esther Garrido Gamazo, Aurora Ramos, Giada Landi, Marko E. Leinonen, Aarno Pärssinen, Andreas Wolfgang
2024 — conf
Optimizing RIS Impairments through Semantic Communication.
GLOBECOM (Workshops)
Nour Hello, Mattia Merluzzi, Emilio Calvanese Strinati, Luca Sanguinetti
2023 — conf
Enabling Edge Artificial Intelligence via Goal-oriented Deep Neural Network Splitting.
ISWCS
Francesco Binucci, Mattia Merluzzi, Paolo Banelli, Emilio Calvanese Strinati, Paolo Di Lorenzo
2023 — conf
Energy-Efficient Cooperative Inference Via Adaptive Deep Neural Network Splitting at the Edge.
ICC
Ibtissam Labriji, Mattia Merluzzi, Fatima Ezzahra Airod, Emilio Calvanese Strinati
2023 J jnl
Goal-Oriented Communications for the IoT: System Design and Adaptive Resource Optimization.
IEEE Internet Things Mag.
Paolo Di Lorenzo, Mattia Merluzzi, Francesco Binucci, Claudio Battiloro, Paolo Banelli, Emilio Calvanese Strinati, Sergio Barbarossa
2023 J jnl
Lyapunov-Based Optimization of Edge Resources for Energy-Efficient Adaptive Federated Learning.
IEEE Trans. Green Commun. Netw.
Claudio Battiloro, Paolo Di Lorenzo, Mattia Merluzzi, Sergio Barbarossa
2023 Misc conf
Lyapunov-Driven Deep Reinforcement Learning for Edge Inference Empowered by Reconfigurable Intelligent Surfaces.
ICASSP
Kyriakos Stylianopoulos, Mattia Merluzzi, Paolo Di Lorenzo, George C. Alexandropoulos
2023 J jnl
Lyapunov-Driven Deep Reinforcement Learning for Edge Inference Empowered by Reconfigurable Intelligent Surfaces.
CoRR
Kyriakos Stylianopoulos, Mattia Merluzzi, Paolo Di Lorenzo, George C. Alexandropoulos
2023 J jnl
Power Minimizing MEC Offloading with QoS Constraints over RIS-Empowered Communications.
CoRR
Mattia Merluzzi, Francesca Costanzo, Konstantinos D. Katsanos, George C. Alexandropoulos, Paolo Di Lorenzo
2023 J jnl
The Hexa-X Project Vision on Artificial Intelligence and Machine Learning-Driven Communication and Computation Co-Design for 6G.
IEEE Access
Mattia Merluzzi, Tamás Borsos, Nandana Rajatheva, András A. Benczúr, Hamed Farhadi, Taha Yassine, Markus Dominik Mueck, Sokratis Barmpounakis, Emilio Calvanese Strinati, Dilin Dampahalage, Panagiotis Demestichas, Pietro Ducange, Miltiadis C. Filippou, Leonardo Gomes Baltar, Johan Haraldson, Leyli Karaçay, Dani Korpi, Vasiliki Lamprousi, Francesco Marcelloni, Jafar Mohammadi, Nuwanthika Rajapaksha, Alessandro Renda, Mikko A. Uusitalo
2022 B conf
Blue Communications for Edge Computing: the Reconfigurable Intelligent Surfaces Opportunity.
GLOBECOM
Fatima Ezzahra Airod, Mattia Merluzzi, Antonio Clemente, Emilio Calvanese Strinati
2022 J jnl
Blue Communications for Edge Computing: the Reconfigurable Intelligent Surfaces Opportunity.
CoRR
Fatima Ezzahra Airod, Mattia Merluzzi, Antonio Clemente, Emilio Calvanese Strinati
2022 J jnl
Discontinuous Computation Offloading for Energy-Efficient Mobile Edge Computing.
IEEE Trans. Green Commun. Netw.
Mattia Merluzzi, Nicola di Pietro, Paolo Di Lorenzo, Emilio Calvanese Strinati, Sergio Barbarossa
2022 Misc conf
Dynamic Resource Optimization for Adaptive Federated Learning Empowered by Reconfigurable Intelligent Surfaces.
ICASSP
Claudio Battiloro, Mattia Merluzzi, Paolo Di Lorenzo, Sergio Barbarossa
2022 J jnl
Dynamic edge computing empowered by reconfigurable intelligent surfaces.
EURASIP J. Wirel. Commun. Netw.
Paolo Di Lorenzo, Mattia Merluzzi, Emilio Calvanese Strinati, Sergio Barbarossa
2022 — conf
Effective Goal-oriented 6G Communications: the Energy-aware Edge Inferencing Case.
EuCNC
Mattia Merluzzi, Miltiadis C. Filippou, Leonardo Gomes Baltar, Emilio Calvanese Strinati
2022 — conf
Energy-Efficient Classification at the Wireless Edge with Reliability Guarantees.
ICC Workshops
Mattia Merluzzi, Claudio Battiloro, Paolo Di Lorenzo, Emilio Calvanese Strinati
2022 — conf
Energy-Efficient Dynamic Edge Computing with Electromagnetic Field Exposure Constraints.
EuCNC
Mattia Merluzzi, Serge Bories, Emilio Calvanese Strinati
2022 — conf
Pervasive Artificial Intelligence in Next Generation Wireless: The Hexa-X Project Perspective.
AI6G@WCCI
Miltiadis C. Filippou, Vasiliki Lamprousi, Jafar Mohammadi, Mattia Merluzzi, Elif Ustundag Soykan, Tamás Borsos, Nandana Rajatheva, Nuwanthika Rajapaksha, Luc Le Magoarou, Pietro Piscione, András Benczúr, Quentin Lampin, Guillaume Larue, Dani Korpi, Pietro Ducange, Alessandro Renda, Hamed Farhadi, Johan Haraldson, Leonardo Gomes Baltar, Emilio Calvanese Strinati, Panagiotis Demestichas, Emrah Tomur
2022 B conf
Power Minimizing MEC Offloading with QoS Constraints over RIS-Empowered Communications.
GLOBECOM
Mattia Merluzzi, Francesca Costanzo, Konstantinos D. Katsanos, George C. Alexandropoulos, Paolo Di Lorenzo
2022 — conf
Reconfigurable Intelligent Surface Aided Mobile Edge Computing over Intermittent mmWave Links.
SPAWC
Fatima Ezzahra Airod, Mattia Merluzzi, Paolo Di Lorenzo, Emilio Calvanese Strinati
2022 J jnl
Reconfigurable Intelligent Surface Aided Mobile Edge Computing over Intermittent mmWave Links.
CoRR
Fatima Ezzahra Airod, Mattia Merluzzi, Paolo Di Lorenzo, Emilio Calvanese Strinati
2021 J jnl
Beyond private 5G networks: applications, architectures, operator models and technological enablers.
EURASIP J. Wirel. Commun. Netw.
Mickael Maman, Emilio Calvanese Strinati, Lam Ngoc Dinh, Thomas Haustein, Wilhelm Keusgen, Sven Wittig, Mathis Schmieder, Sergio Barbarossa, Mattia Merluzzi, Francesca Costanzo, Stefania Sardellitti, Henrik Klessig, Savita Vitthalrao Kendre, Daniele Munaretto, Marco Centenaro, Nicola di Pietro, Shuo-Peng Liang, Kuan-Yi Chih, Jack Shi-Jie Luo, Ling-Chih Kao, Jiun-Cheng Huang, Jen-Sheng Huang, Tzu-Ya Wang
2021 B conf
Dynamic Ensemble Inference at the Edge.
GLOBECOM
Mattia Merluzzi, Alessio Martino, Francesca Costanzo, Paolo Di Lorenzo, Sergio Barbarossa
2021 — conf
Dynamic Mobile Edge Computing empowered by Reconfigurable Intelligent Surfaces.
SPAWC
Paolo Di Lorenzo, Mattia Merluzzi, Emilio Calvanese Strinati
2021 Misc conf
Dynamic Resource Optimization for Adaptive Federated Learning at the Wireless Network Edge.
ICASSP
Paolo Di Lorenzo, Claudio Battiloro, Mattia Merluzzi, Sergio Barbarossa
2021 — conf
Energy Efficient Edge Computing: When Lyapunov Meets Distributed Reinforcement Learning.
ICC Workshops
Mohamed Sana, Mattia Merluzzi, Nicola di Pietro, Emilio Calvanese Strinati
2021 J jnl
Energy Efficient Edge Computing: When Lyapunov Meets Distributed Reinforcement Learning.
CoRR
Mohamed Sana, Mattia Merluzzi, Nicola di Pietro, Emilio Calvanese Strinati
2021 J jnl
Wireless Edge Machine Learning: Resource Allocation and Trade-Offs.
IEEE Access
Mattia Merluzzi, Paolo Di Lorenzo, Sergio Barbarossa
2020 — conf
Beyond 5G Private Networks: the 5G CONNI Perspective.
GLOBECOM (Workshops)
Emilio Calvanese Strinati, Thomas Haustein, Mickael Maman, Wilhelm Keusgen, Sven Wittig, Mathis Schmieder, Sergio Barbarossa, Mattia Merluzzi, Henrik Klessig, Fabio Giust, Daniele Ronzani, Shuo-Peng Liang, Jack Shi-Jie Luo, Cheng-Yi Chien, Jiun-Cheng Huang, Jen-Sheng Huang, Tzu-Ya Wang
2020 J jnl
Dynamic Computation Offloading in Multi-Access Edge Computing via Ultra-Reliable and Low-Latency Communications.
IEEE Trans. Signal Inf. Process. over Networks
Mattia Merluzzi, Paolo Di Lorenzo, Sergio Barbarossa, Valerio Frascolla
2020 Misc conf
Dynamic Resource Allocation for Wireless Edge Machine Learning with Latency And Accuracy Guarantees.
ICASSP
Mattia Merluzzi, Paolo Di Lorenzo, Sergio Barbarossa
2019 Misc conf
Dynamic Joint Resource Allocation and User Assignment in Multi-access Edge Computing.
ICASSP
Mattia Merluzzi, Paolo Di Lorenzo, Sergio Barbarossa
2019 — conf
Joint Resource Allocation for Latency-Constrained Dynamic Computation Offloading with MEC.
WCNC Workshops
Mattia Merluzzi, Paolo Di Lorenzo, Sergio Barbarossa, Valerio Frascolla
2019 — conf
Latency-Constrained Dynamic Computation Offloading with Energy Harvesting IoT Devices.
INFOCOM Workshops
Mattia Merluzzi, Paolo Di Lorenzo, Sergio Barbarossa
2019 B conf
Network Energy Efficient Mobile Edge Computing with Reliability Guarantees.
GLOBECOM
Mattia Merluzzi, Nicola di Pietro, Paolo Di Lorenzo, Emilio Calvanese Strinati, Sergio Barbarossa
2019 J jnl
Resilient Design of 5G Mobile-Edge Computing Over Intermittent mmWave Links.
CoRR
Nicola di Pietro, Mattia Merluzzi, Emilio Calvanese Strinati, Sergio Barbarossa
2018 — conf
Joint Optimization of Caching and Transport in Proactive Edge Cloud.
EUSIPCO
Stefania Sardellitti, Francesca Costanzo, Mattia Merluzzi
2018 — conf
Optimal Association of Mobile Users to Multi-Access Edge Computing Resources.
ICC Workshops
Stefania Sardellitti, Mattia Merluzzi, Sergio Barbarossa
2017 — conf
Enabling effective Mobile Edge Computing using millimeterwave links.
ICC Workshops
Sergio Barbarossa, Elena Ceci, Mattia Merluzzi, Emilio Calvanese Strinati
2017 — conf
Overbooking radio and computation resources in mmW-mobile edge computing to reduce vulnerability to channel intermittency.
EuCNC
Sergio Barbarossa, Elena Ceci, Mattia Merluzzi