Overbooking radio and computation resources in mmW-mobile edge computing to reduce vulnerability to channel intermittency. - Sergio Barbarossa; Elena Ceci; Mattia Merluzzi (EuCNC, 2017)

Enabling effective Mobile Edge Computing using millimeterwave links. - Sergio Barbarossa; Elena Ceci; Mattia Merluzzi; Emilio Calvanese Strinati (ICC Workshops, 2017)

Joint Optimization of Caching and Transport in Proactive Edge Cloud. - Stefania Sardellitti; Francesca Costanzo; Mattia Merluzzi (EUSIPCO, 2018)

Optimal Association of Mobile Users to Multi-Access Edge Computing Resources. - Stefania Sardellitti; Mattia Merluzzi; Sergio Barbarossa (ICC Workshops, 2018)

Network Energy Efficient Mobile Edge Computing with Reliability Guarantees. - Mattia Merluzzi; Nicola di Pietro; Paolo Di Lorenzo; Emilio Calvanese Strinati; Sergio Barbarossa (GLOBECOM, 2019)

Dynamic Joint Resource Allocation and User Assignment in Multi-access Edge Computing. - Mattia Merluzzi; Paolo Di Lorenzo; Sergio Barbarossa (ICASSP, 2019)

Latency-Constrained Dynamic Computation Offloading with Energy Harvesting IoT Devices. - Mattia Merluzzi; Paolo Di Lorenzo; Sergio Barbarossa (INFOCOM Workshops, 2019)

Joint Resource Allocation for Latency-Constrained Dynamic Computation Offloading with MEC. - Mattia Merluzzi; Paolo Di Lorenzo; Sergio Barbarossa; Valerio Frascolla (WCNC Workshops, 2019)

Resilient Design of 5G Mobile-Edge Computing Over Intermittent mmWave Links. - Nicola di Pietro; Mattia Merluzzi; Emilio Calvanese Strinati; Sergio Barbarossa (CoRR, 2019)

Beyond 5G Private Networks: the 5G CONNI Perspective. - 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; et al. (GLOBECOM (Workshops), 2020)

Dynamic Resource Allocation for Wireless Edge Machine Learning with Latency And Accuracy Guarantees. - Mattia Merluzzi; Paolo Di Lorenzo; Sergio Barbarossa (ICASSP, 2020)

Dynamic Computation Offloading in Multi-Access Edge Computing via Ultra-Reliable and Low-Latency Communications. - Mattia Merluzzi; Paolo Di Lorenzo; Sergio Barbarossa; Valerio Frascolla (IEEE Trans. Signal Inf. Process. over Networks, 2020)

Dynamic Ensemble Inference at the Edge. - Mattia Merluzzi; Alessio Martino; Francesca Costanzo; Paolo Di Lorenzo; Sergio Barbarossa (GLOBECOM, 2021)

Dynamic Resource Optimization for Adaptive Federated Learning at the Wireless Network Edge. - Paolo Di Lorenzo; Claudio Battiloro; Mattia Merluzzi; Sergio Barbarossa (ICASSP, 2021)

Energy Efficient Edge Computing: When Lyapunov Meets Distributed Reinforcement Learning. - Mohamed Sana; Mattia Merluzzi; Nicola di Pietro; Emilio Calvanese Strinati (ICC Workshops, 2021)

Dynamic Mobile Edge Computing empowered by Reconfigurable Intelligent Surfaces. - Paolo Di Lorenzo; Mattia Merluzzi; Emilio Calvanese Strinati (SPAWC, 2021)

Wireless Edge Machine Learning: Resource Allocation and Trade-Offs. - Mattia Merluzzi; Paolo Di Lorenzo; Sergio Barbarossa (IEEE Access, 2021)

Beyond private 5G networks: applications, architectures, operator models and technological enablers. - 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; et al. (EURASIP J. Wirel. Commun. Netw., 2021)

Energy-Efficient Dynamic Edge Computing with Electromagnetic Field Exposure Constraints. - Mattia Merluzzi; Serge Bories; Emilio Calvanese Strinati (EuCNC, 2022)

Effective Goal-oriented 6G Communications: the Energy-aware Edge Inferencing Case. - Mattia Merluzzi; Miltiadis C. Filippou; Leonardo Gomes Baltar; Emilio Calvanese Strinati (EuCNC, 2022)

Blue Communications for Edge Computing: the Reconfigurable Intelligent Surfaces Opportunity. - Fatima Ezzahra Airod; Mattia Merluzzi; Antonio Clemente; Emilio Calvanese Strinati (GLOBECOM, 2022)

Power Minimizing MEC Offloading with QoS Constraints over RIS-Empowered Communications. - Mattia Merluzzi; Francesca Costanzo; Konstantinos D. Katsanos; George C. Alexandropoulos; Paolo Di Lorenzo (GLOBECOM, 2022)

Dynamic Resource Optimization for Adaptive Federated Learning Empowered by Reconfigurable Intelligent Surfaces. - Claudio Battiloro; Mattia Merluzzi; Paolo Di Lorenzo; Sergio Barbarossa (ICASSP, 2022)

Energy-Efficient Classification at the Wireless Edge with Reliability Guarantees. - Mattia Merluzzi; Claudio Battiloro; Paolo Di Lorenzo; Emilio Calvanese Strinati (ICC Workshops, 2022)

Reconfigurable Intelligent Surface Aided Mobile Edge Computing over Intermittent mmWave Links. - Fatima Ezzahra Airod; Mattia Merluzzi; Paolo Di Lorenzo; Emilio Calvanese Strinati (SPAWC, 2022)

Pervasive Artificial Intelligence in Next Generation Wireless: The Hexa-X Project Perspective. - 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; et al. (AI6G@WCCI, 2022)

Dynamic edge computing empowered by reconfigurable intelligent surfaces. - Paolo Di Lorenzo; Mattia Merluzzi; Emilio Calvanese Strinati; Sergio Barbarossa (EURASIP J. Wirel. Commun. Netw., 2022)

Discontinuous Computation Offloading for Energy-Efficient Mobile Edge Computing. - Mattia Merluzzi; Nicola di Pietro; Paolo Di Lorenzo; Emilio Calvanese Strinati; Sergio Barbarossa (IEEE Trans. Green Commun. Netw., 2022)

Lyapunov-Driven Deep Reinforcement Learning for Edge Inference Empowered by Reconfigurable Intelligent Surfaces. - Kyriakos Stylianopoulos; Mattia Merluzzi; Paolo Di Lorenzo; George C. Alexandropoulos (ICASSP, 2023)

Energy-Efficient Cooperative Inference Via Adaptive Deep Neural Network Splitting at the Edge. - Ibtissam Labriji; Mattia Merluzzi; Fatima Ezzahra Airod; Emilio Calvanese Strinati (ICC, 2023)

Enabling Edge Artificial Intelligence via Goal-oriented Deep Neural Network Splitting. - Francesco Binucci; Mattia Merluzzi; Paolo Banelli; Emilio Calvanese Strinati; Paolo Di Lorenzo (ISWCS, 2023)

The Hexa-X Project Vision on Artificial Intelligence and Machine Learning-Driven Communication and Computation Co-Design for 6G. - 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; et al. (IEEE Access, 2023)

Lyapunov-Based Optimization of Edge Resources for Energy-Efficient Adaptive Federated Learning. - Claudio Battiloro; Paolo Di Lorenzo; Mattia Merluzzi; Sergio Barbarossa (IEEE Trans. Green Commun. Netw., 2023)

Goal-Oriented Communications for the IoT: System Design and Adaptive Resource Optimization. - Paolo Di Lorenzo; Mattia Merluzzi; Francesco Binucci; Claudio Battiloro; Paolo Banelli; Emilio Calvanese Strinati; Sergio Barbarossa (IEEE Internet Things Mag., 2023)

Goal-Oriented Communications Based on Recursive Early Exit Neural Networks. - Jary Pomponi; Mattia Merluzzi; Alessio Devoto; Mateus Pontes Mota; Paolo Di Lorenzo; Simone Scardapane (IEEECONF, 2024)

Goal-Oriented and Semantic Communication in 6G AI-Native Networks: The 6G-GOALS Approach. - 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; et al. (EuCNC/6G Summit, 2024)

Optimizing RIS Impairments through Semantic Communication. - Nour Hello; Mattia Merluzzi; Emilio Calvanese Strinati; Luca Sanguinetti (GLOBECOM (Workshops), 2024)

Analyzing and Enhancing Queue Sampling for Energy-Efficient Remote Control of Bandits. - Hiba Dakdouk; Mohamed Sana; Mattia Merluzzi (MeditCom, 2024)

Innovation Management in 6G Research: The Case of Hexa-X Project. - 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 (IEEE Commun. Mag., 2024)

Anomalous and Specular Reflections of Reconfigurable Intelligent Surfaces: Configuration Strategies and System Performance. - Mattia Merluzzi; Antonio Clemente (IEEE Wirel. Commun. Lett., 2024)

Semantic and Goal-oriented Wireless Network Coverage: The Area of Effectiveness. - Mattia Merluzzi; Giuseppe Di Poce; Paolo Di Lorenzo (CoRR, 2025)

Balancing Costs and Utilities in Future Networks via Market Equilibrium with Externalities. - Mandar Datar 001; Mattia Merluzzi (CoRR, 2025)

Adaptive Semantic Token Communication for Transformer-based Edge Inference. - Alessio Devoto; Jary Pomponi; Mattia Merluzzi; Paolo Di Lorenzo; Simone Scardapane (CoRR, 2025)

Toward Energy and Location-Aware Resource Allocation in Next Generation Networks. - Mandar Datar 001; Mattia Merluzzi (CoRR, 2025)