Mattia Merluzzi

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 42

Top Topics

Machine Learning

Top Venues

Publications

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
Innovation Management in 6G Research: The Case of Hexa-X Project. IEEE Commun. Mag. 62 (2) (2024)
Hiba Dakdouk, Mohamed Sana, Mattia Merluzzi
Analyzing and Enhancing Queue Sampling for Energy-Efficient Remote Control of Bandits. MeditCom (2024)
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
Goal-Oriented and Semantic Communication in 6G AI-Native Networks: The 6G-GOALS Approach. EuCNC/6G Summit (2024)
Hiba Dakdouk, Mohamed Sana, Mattia Merluzzi
Analyzing and Enhancing Queue Sampling for Energy-Efficient Remote Control of Bandits. CoRR (2024)
Claudio Battiloro, Paolo Di Lorenzo, Mattia Merluzzi, Sergio Barbarossa
Lyapunov-Based Optimization of Edge Resources for Energy-Efficient Adaptive Federated Learning. IEEE Trans. Green Commun. Netw. 7 (1) (2023)
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
The Hexa-X Project Vision on Artificial Intelligence and Machine Learning-Driven Communication and Computation Co-Design for 6G. IEEE Access 11 (2023)
Paolo Di Lorenzo, Mattia Merluzzi, Francesco Binucci, Claudio Battiloro, Paolo Banelli, Emilio Calvanese Strinati, Sergio Barbarossa
Goal-Oriented Communications for the IoT: System Design and Adaptive Resource Optimization. IEEE Internet Things Mag. 6 (4) (2023)
Ibtissam Labriji, Mattia Merluzzi, Fatima Ezzahra Airod, Emilio Calvanese Strinati
Energy-Efficient Cooperative Inference Via Adaptive Deep Neural Network Splitting at the Edge. ICC (2023)
Kyriakos Stylianopoulos, Mattia Merluzzi, Paolo Di Lorenzo, George C. Alexandropoulos
Lyapunov-Driven Deep Reinforcement Learning for Edge Inference Empowered by Reconfigurable Intelligent Surfaces. CoRR (2023)
Mattia Merluzzi, Francesca Costanzo, Konstantinos D. Katsanos, George C. Alexandropoulos, Paolo Di Lorenzo
Power Minimizing MEC Offloading with QoS Constraints over RIS-Empowered Communications. CoRR (2023)
Kyriakos Stylianopoulos, Mattia Merluzzi, Paolo Di Lorenzo, George C. Alexandropoulos
Lyapunov-Driven Deep Reinforcement Learning for Edge Inference Empowered by Reconfigurable Intelligent Surfaces. ICASSP (2023)
Paolo Di Lorenzo, Mattia Merluzzi, Emilio Calvanese Strinati, Sergio Barbarossa
Dynamic edge computing empowered by reconfigurable intelligent surfaces. EURASIP J. Wirel. Commun. Netw. 2022 (1) (2022)
Fatima Ezzahra Airod, Mattia Merluzzi, Antonio Clemente, Emilio Calvanese Strinati
Blue Communications for Edge Computing: the Reconfigurable Intelligent Surfaces Opportunity. CoRR (2022)
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
Pervasive Artificial Intelligence in Next Generation Wireless: The Hexa-X Project Perspective. AI6G@WCCI (2022)
Fatima Ezzahra Airod, Mattia Merluzzi, Paolo Di Lorenzo, Emilio Calvanese Strinati
Reconfigurable Intelligent Surface Aided Mobile Edge Computing over Intermittent mmWave Links. CoRR (2022)
Fatima Ezzahra Airod, Mattia Merluzzi, Antonio Clemente, Emilio Calvanese Strinati
Blue Communications for Edge Computing: the Reconfigurable Intelligent Surfaces Opportunity. GLOBECOM (2022)
Mattia Merluzzi, Nicola di Pietro, Paolo Di Lorenzo, Emilio Calvanese Strinati, Sergio Barbarossa
Discontinuous Computation Offloading for Energy-Efficient Mobile Edge Computing. IEEE Trans. Green Commun. Netw. 6 (2) (2022)
Mattia Merluzzi, Serge Bories, Emilio Calvanese Strinati
Energy-Efficient Dynamic Edge Computing with Electromagnetic Field Exposure Constraints. EuCNC (2022)
Mattia Merluzzi, Francesca Costanzo, Konstantinos D. Katsanos, George C. Alexandropoulos, Paolo Di Lorenzo
Power Minimizing MEC Offloading with QoS Constraints over RIS-Empowered Communications. GLOBECOM (2022)
Mattia Merluzzi, Miltiadis C. Filippou, Leonardo Gomes Baltar, Emilio Calvanese Strinati
Effective Goal-oriented 6G Communications: the Energy-aware Edge Inferencing Case. EuCNC (2022)
Mattia Merluzzi, Claudio Battiloro, Paolo Di Lorenzo, Emilio Calvanese Strinati
Energy-Efficient Classification at the Wireless Edge with Reliability Guarantees. ICC Workshops (2022)
Claudio Battiloro, Mattia Merluzzi, Paolo Di Lorenzo, Sergio Barbarossa
Dynamic Resource Optimization for Adaptive Federated Learning Empowered by Reconfigurable Intelligent Surfaces. ICASSP (2022)
Fatima Ezzahra Airod, Mattia Merluzzi, Paolo Di Lorenzo, Emilio Calvanese Strinati
Reconfigurable Intelligent Surface Aided Mobile Edge Computing over Intermittent mmWave Links. SPAWC (2022)
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
Beyond private 5G networks: applications, architectures, operator models and technological enablers. EURASIP J. Wirel. Commun. Netw. 2021 (1) (2021)
Mattia Merluzzi, Alessio Martino, Francesca Costanzo, Paolo Di Lorenzo, Sergio Barbarossa
Dynamic Ensemble Inference at the Edge. GLOBECOM (2021)
Paolo Di Lorenzo, Claudio Battiloro, Mattia Merluzzi, Sergio Barbarossa
Dynamic Resource Optimization for Adaptive Federated Learning at the Wireless Network Edge. ICASSP (2021)
Mattia Merluzzi, Paolo Di Lorenzo, Sergio Barbarossa
Wireless Edge Machine Learning: Resource Allocation and Trade-Offs. IEEE Access 9 (2021)
Mohamed Sana, Mattia Merluzzi, Nicola di Pietro, Emilio Calvanese Strinati
Energy Efficient Edge Computing: When Lyapunov Meets Distributed Reinforcement Learning. CoRR (2021)
Mohamed Sana, Mattia Merluzzi, Nicola di Pietro, Emilio Calvanese Strinati
Energy Efficient Edge Computing: When Lyapunov Meets Distributed Reinforcement Learning. ICC Workshops (2021)
Paolo Di Lorenzo, Mattia Merluzzi, Emilio Calvanese Strinati
Dynamic Mobile Edge Computing empowered by Reconfigurable Intelligent Surfaces. SPAWC (2021)
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
Beyond 5G Private Networks: the 5G CONNI Perspective. GLOBECOM (Workshops) (2020)
Mattia Merluzzi, Paolo Di Lorenzo, Sergio Barbarossa
Dynamic Resource Allocation for Wireless Edge Machine Learning with Latency And Accuracy Guarantees. ICASSP (2020)
Mattia Merluzzi, Paolo Di Lorenzo, Sergio Barbarossa, Valerio Frascolla
Dynamic Computation Offloading in Multi-Access Edge Computing via Ultra-Reliable and Low-Latency Communications. IEEE Trans. Signal Inf. Process. over Networks 6 (2020)
Mattia Merluzzi, Paolo Di Lorenzo, Sergio Barbarossa
Dynamic Joint Resource Allocation and User Assignment in Multi-access Edge Computing. ICASSP (2019)
Mattia Merluzzi, Nicola di Pietro, Paolo Di Lorenzo, Emilio Calvanese Strinati, Sergio Barbarossa
Network Energy Efficient Mobile Edge Computing with Reliability Guarantees. GLOBECOM (2019)
Mattia Merluzzi, Paolo Di Lorenzo, Sergio Barbarossa, Valerio Frascolla
Joint Resource Allocation for Latency-Constrained Dynamic Computation Offloading with MEC. WCNC Workshops (2019)
Nicola di Pietro, Mattia Merluzzi, Emilio Calvanese Strinati, Sergio Barbarossa
Resilient Design of 5G Mobile-Edge Computing Over Intermittent mmWave Links. CoRR (2019)
Mattia Merluzzi, Paolo Di Lorenzo, Sergio Barbarossa
Latency-Constrained Dynamic Computation Offloading with Energy Harvesting IoT Devices. INFOCOM Workshops (2019)
Stefania Sardellitti, Francesca Costanzo, Mattia Merluzzi
Joint Optimization of Caching and Transport in Proactive Edge Cloud. EUSIPCO (2018)
Stefania Sardellitti, Mattia Merluzzi, Sergio Barbarossa
Optimal Association of Mobile Users to Multi-Access Edge Computing Resources. ICC Workshops (2018)
Sergio Barbarossa, Elena Ceci, Mattia Merluzzi
Overbooking radio and computation resources in mmW-mobile edge computing to reduce vulnerability to channel intermittency. EuCNC (2017)
Sergio Barbarossa, Elena Ceci, Mattia Merluzzi, Emilio Calvanese Strinati
Enabling effective Mobile Edge Computing using millimeterwave links. ICC Workshops (2017)