Marco Fiore

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 125

Top Venues

INFOCOM

CoRR

IEEE Trans. Mob. Comput.

INFOCOM (Workshops)

Publications

Giuseppe Spadavecchia, Marco Fiore, Marina Mongiello, Daniela De Venuto
A Novel Approach for Fast and Secure Data Transmission using Blockchain and IoT. MECO (2024)
André Felipe Zanella, Orlando E. Martínez-Durive, Sachit Mishra, Diego Madariaga, Marco Fiore
Impact of Public Protests on Mobile Networks. INFOCOM (Workshops) (2024)
Livia Elena Chatzieleftheriou, Marco Gramaglia, Marco Fiore, Nina Slamnik-Krijestorac, Miguel Camelo, Paola Soto, Evangelos A. Kosmatos, Andres Garcia-Saavedra, Michele Gucciardo
Network Intelligence in Action: the DAEMON Perspective. EuCNC/6G Summit (2024)
Claudio Fiandrino, Eloy Pérez Gómez, Pablo Fernández Pérez, Hossein Mohammadalizadeh, Marco Fiore, Joerg Widmer
AIChronoLens: Advancing Explainability for Time Series AI Forecasting in Mobile Networks. INFOCOM (2024)
Aristide Tanyi-Jong Akem, Beyza Bütün, Michele Gucciardo, Marco Fiore
Jewel: Resource-Efficient Joint Packet and Flow Level Inference in Programmable Switches. INFOCOM (2024)
Michele Gucciardo, Beyza Bütün, Aristide Tanyi-Jong Akem, Marco Fiore
Evaluating the Impact of Flow Length on the Performance of In-Switch Inference Solutions. INFOCOM (Workshops) (2024)
Livia Elena Chatzieleftheriou, Marco Gramaglia, Andres Garcia-Saavedra, Steffen Gebert, Gines Garcia-Aviles, Stefan Geissler, Marco Fiore, Paul Patras, Andra Lutu, Dimitris Tsolkas, Md. Arifur Rahman
Towards 6G: Architectural Innovations and Challenges in the ORIGAMI Framework. EuCNC/6G Summit (2024)
Orlando E. Martínez-Durive, Iñaki Ucar, Zbigniew Smoreda, Esteban Moro, Marco Fiore
Mobile App Consumption and Political Orientation. INFOCOM (Workshops) (2024)
Leonardo Lo Schiavo, Gines Garcia-Aviles, Andres Garcia-Saavedra, Marco Gramaglia, Marco Fiore, Albert Banchs, Xavier Costa-Pérez
CloudRIC: Open Radio Access Network (O-RAN) Virtualization with Shared Heterogeneous Computing. MobiCom (2024)
Aristide Tanyi-Jong Akem, Marco Fiore
Towards Data-Driven Management of Mobile Networks through User Plane Inference. NOMS (2024)
Pablo Fernández Pérez, Claudio Fiandrino, Marco Fiore, Joerg Widmer
Dissecting Advanced Time Series Forecasting Models with AICHRONOLENS. INFOCOM (Workshops) (2024)
Leonardo Lo Schiavo, Jose A. Ayala-Romero, Andres Garcia-Saavedra, Marco Fiore, Xavier Costa-Pérez
YinYangRAN: Resource Multiplexing in GPU-Accelerated Virtualized RANs. INFOCOM (2024)
Paola Soto, Miguel Camelo, Gines Garcia-Aviles, Esteban Municio, Marco Gramaglia, Evangelos A. Kosmatos, Nina Slamnik-Krijestorac, Danny De Vleeschauwer, Antonio Bazco Nogueras, Lidia Fuentes, Joaquín Ballesteros, Andra Lutu, Luca Cominardi, Ivan Paez, Sergi Alcalá-Marín, Livia Elena Chatzieleftheriou, Andres Garcia-Saavedra, Marco Fiore
Designing the Network Intelligence Stratum for 6G Networks. CoRR (2024)
Pablo Fernández Pérez, Claudio Fiandrino, Marco Fiore, Joerg Widmer
An In-Depth Analysis of Advanced Time Series Forecasting Models for the Open RAN. INFOCOM (Workshops) (2024)
Alan Collet, Antonio Bazco Nogueras, Albert Banchs, Marco Fiore
Explainable and Transferable Loss Meta-Learning for Zero-Touch Anticipatory Network Management. IEEE Trans. Netw. Serv. Manag. 21 (3) (2024)
Stefanos Bakirtzis, Marco Fiore, Jie Zhang, Ian J. Wassell
Solving Maxwell's equations with Non-Trainable Graph Neural Network Message Passing. CoRR (2024)
Marco Fiore, Michele Gattullo, Marina Mongiello, Antonio E. Uva
Merging Blockchain and Augmented Reality for an Immersive Traceability Platform. VR Workshops (2024)
Aristide Tanyi-Jong Akem, Guillaume Fraysse, Marco Fiore
Encrypted Traffic Classification at Line Rate in Programmable Switches with Machine Learning. NOMS (2024)
Sachit Mishra, André Felipe Zanella, Orlando E. Martínez-Durive, Diego Madariaga, Cezary Ziemlicki, Marco Fiore
Characterizing 5G Adoption and its Impact on Network Traffic and Mobile Service Consumption. INFOCOM (2024)
Marco Fiore, Michele Gattullo, Marina Mongiello
First Steps in Constructing an AI-Powered Digital Twin Teacher: Harnessing Large Language Models in a Metaverse Classroom. VR Workshops (2024)
Marco Fiore, Marina Mongiello
Blockchain for smart cities improvement: an architecture proposal. CoRR (2023)
Alan Collet, Antonio Bazco Nogueras, Albert Banchs, Marco Fiore
AutoManager: a Meta-Learning Model for Network Management from Intertwined Forecasts. INFOCOM (2023)
Beyza Bütün, Aristide Tanyi-Jong Akem, Michele Gucciardo, Marco Fiore
Fast Detection of Cyberattacks on the Metaverse through User-plane Inference. MetaCom (2023)
Aristide Tanyi-Jong Akem, Michele Gucciardo, Marco Fiore
Flowrest: Practical Flow-Level Inference in Programmable Switches with Random Forests. INFOCOM (2023)
Serly Moghadas, Claudio Fiandrino, Alan Collet, Giulia Attanasio, Marco Fiore, Joerg Widmer
Spotting Deep Neural Network Vulnerabilities in Mobile Traffic Forecasting with an Explainable AI Lens. INFOCOM (2023)
Michele Gucciardo, Aristide Tanyi-Jong Akem, Beyza Bütün, Marco Fiore
Demonstrating Flow-Level In-Switch Inference. INFOCOM Workshops (2023)
André Felipe Zanella, Antonio Bazco Nogueras, Cezary Ziemlicki, Marco Fiore
Characterizing and Modeling Session-Level Mobile Traffic Demands from Large-Scale Measurements. IMC (2023)
Marco Fiore, Marina Mongiello
Blockchain Technology to Support Agri-Food Supply Chains: A Comprehensive Review. IEEE Access 11 (2023)
Federico Carrozzino, Marco Fiore, Marina Mongiello
Development of an Hybrid Blockchain and NoSQL Platform to Improve Data Management. CoRR (2023)
Marco Fiore, Marina Mongiello, Giovanni Tricarico, Francesco Bozzo, Cinzia Montemurro, Alessandro Petrontino, Clemente Giambattista, Giorgio Mercuri
Blockchain-based Food Traceability System for Apulian Marketplace: Enhancing Transparency and Accountability in the Food Supply Chain (S). SEKE (2023)
Marco Fiore, Federico Carrozzino, Marina Mongiello, Gaetano Volpe, Agostino Marcello Mangini
A Blockchain-Based Modular Architecture for Managing Multiple and Quantum-Safe Encryption Algorithms. CoDIT (2023)
Gabriel O. Ferreira, Chiara Ravazzi, Fabrizio Dabbene, Giuseppe Carlo Calafiore, Marco Fiore
Forecasting Network Traffic: A Survey and Tutorial With Open-Source Comparative Evaluation. IEEE Access 11 (2023)
Enrico Carmine Ciliberti, Marco Fiore, Marina Mongiello
Development of a Metaverse Platform for Tourism Promotion in Apulia. CoRR (2023)
Livia Elena Chatzieleftheriou, Marco Gramaglia, Miguel Camelo, Andres Garcia-Saavedra, Evangelos A. Kosmatos, Michele Gucciardo, Paola Soto, George Iosifidis, Lidia Fuentes, Gines Garcia-Aviles, Andra Lutu, Gabriele Baldoni, Marco Fiore
Orchestration Procedures for the Network Intelligence Stratum in 6G Networks. EuCNC/6G Summit (2023)
Stefanos Bakirtzis, André Felipe Zanella, Stefania Rubrichi, Cezary Ziemlicki, Zbigniew Smoreda, Ian J. Wassell, Jie Zhang, Marco Fiore
Characterizing Mobile Service Demands at Indoor Cellular Networks. IMC (2023)
Enrico Carmine Ciliberti, Marco Fiore, Marina Mongiello
Development of a Metaverse Platform for Tourism Promotion in Apulia. MetaCom (2023)
Lechoslaw Tomaszewski, Robert Kolakowski, Agapi Mesodiakaki, Konstantinos Ntontin, Angelos Antonopoulos, Nikolaos Pappas, Marco Fiore, Mohammadreza Mosahebfard, Simon Watts, Philip Harris, Chih-Kuang Lin, Ana Rita Santiago, Fotis I. Lazarakis, Symeon Chatzinotas
ETHER: Energy- and Cost-Efficient Framework for Seamless Connectivity over the Integrated Terrestrial and Non-terrestrial 6G Networks. AIAI Workshops (2023)
Marco Fiore, Marina Mongiello, Giuseppe Acciani
A context-aware multiple Blockchain architecture for managing low memory devices. CoRR (2023)
Aristide Tanyi-Jong Akem, Beyza Bütün, Michele Gucciardo, Marco Fiore
Showcasing In-Switch Machine Learning Inference. NetSoft (2023)
Sergi Alcalá-Marín, Antonio Bazco Nogueras, Albert Banchs, Marco Fiore
kaNSaaS: Combining Deep Learning and Optimization for Practical Overbooking of Network Slices. MobiHoc (2023)
Orlando E. Martínez-Durive, Sachit Mishra, Cezary Ziemlicki, Stefania Rubrichi, Zbigniew Smoreda, Marco Fiore
The NetMob23 Dataset: A High-resolution Multi-region Service-level Mobile Data Traffic Cartography. CoRR (2023)
Orlando E. Martínez-Durive, Sachit Mishra, Cezary Ziemlicki, Stefania Rubrichi, Zbigniew Smoreda, Marco Fiore
France Through the Lens of Mobile Traffic Data. TMA (2023)
Panagiota Katsikouli, Diego Madariaga, Aline Carneiro Viana, Alberto Tarable, Marco Fiore
DuctiLoc: Energy-Efficient Location Sampling With Configurable Accuracy. IEEE Access 11 (2023)
Marco Fiore
Full Network Sensing: Architecting 6G Beyond Communications. IEEE Netw. 37 (3) (2023)
Giulia Attanasio, Claudio Fiandrino, Marco Fiore, Joerg Widmer, Norbert Ludant, Bastian Bloessl, Konstantinos Kousias, Özgü Alay, Lise Jacquot, Razvan Stanica
In-depth study of RNTI management in mobile networks: Allocation strategies and implications on data trace analysis. Comput. Networks 219 (2022)
Aristide Tanyi-Jong Akem, Beyza Bütün, Michele Gucciardo, Marco Fiore
Henna: hierarchical machine learning inference in programmable switches. NativeNI@CoNEXT (2022)
Alan Collet, Albert Banchs, Marco Fiore
LossLeaP: Learning to Predict for Intent-Based Networking. INFOCOM (2022)
Stefanos Bakirtzis, Kehai Qiu, Ian J. Wassell, Marco Fiore, Jie Zhang
Deep-Learning-Based Multivariate Time-Series Classification for Indoor/Outdoor Detection. IEEE Internet Things J. 9 (23) (2022)
Leonardo Lo Schiavo, Marco Fiore, Marco Gramaglia, Albert Banchs, Xavier Costa-Pérez
Forecasting for Network Management with Joint Statistical Modelling and Machine Learning. WoWMoM (2022)
Stefanos Bakirtzis, Ian J. Wassell, Marco Fiore, Jie Zhang
Stochastic Evaluation of Indoor Wireless Network Performance with Data-Driven Propagation Models. GLOBECOM (2022)
Claudio Fiandrino, Giulia Attanasio, Marco Fiore, Joerg Widmer
Toward native explainable and robust AI in 6G networks: Current state, challenges and road ahead. Comput. Commun. 193 (2022)
Miguel Camelo, Luca Cominardi, Marco Gramaglia, Marco Fiore, Andres Garcia-Saavedra, Lidia Fuentes, Danny De Vleeschauwer, Paola Soto-Arenas, Nina Slamnik-Krijestorac, Joaquín Ballesteros, Chia-Yu Chang, Gabriele Baldoni, Johann M. Márquez-Barja, Peter Hellinckx, Steven Latré
Requirements and Specifications for the Orchestration of Network Intelligence in 6G. CCNC (2022)
André Felipe Zanella, Orlando Martínez-Durive, Sachit Mishra, Zbigniew Smoreda, Marco Fiore
Impact of Later-Stages COVID-19 Response Measures on Spatiotemporal Mobile Service Usage. INFOCOM (2022)
Chuanhao Sun, Kai Xu, Marco Fiore, Mahesh K. Marina, Yue Wang, Cezary Ziemlicki
AppShot: A Conditional Deep Generative Model for Synthesizing Service-Level Mobile Traffic Snapshots at City Scale. IEEE Trans. Netw. Serv. Manag. 19 (4) (2022)
Rino Ragno, Anna Minarini, Eleonora Proia, Antonini Lorenzo, Andrea Milelli, Vincenzo Tumiatti, Marco Fiore, Pasquale Fino, Lavinia Rutigliano, Rossella Fioravanti, Tomoaki Tahara, Elena Pacella, Antonio Greco, Gianluca Canettieri, Maria Luisa Di Paolo, Enzo Agostinelli
Bovine Serum Amine Oxidase and Polyamine Analogues: Chemical Synthesis and Biological Evaluation Integrated with Molecular Docking and 3-D QSAR Studies. J. Chem. Inf. Model. 62 (16) (2022)
Kai Xu, Rajkarn Singh, Hakan Bilen, Marco Fiore, Mahesh K. Marina, Yue Wang
CartaGenie: Context-Driven Synthesis of City-Scale Mobile Network Traffic Snapshots. PerCom (2022)
Orlando E. Martínez-Durive, Theo Couturieux, Cezary Ziemlicki, Marco Fiore
VoronoiBoost: Data-driven Probabilistic Spatial Mapping of Mobile Network Metadata. SECON (2022)
Sachit Mishra, Zbigniew Smoreda, Marco Fiore
Second-level Digital Divide: A Longitudinal Study of Mobile Traffic Consumption Imbalance in France. WWW (2022)
Miguel Camelo, Marco Gramaglia, Paola Soto, Lidia Fuentes, Joaquín Ballesteros, Antonio Bazco Nogueras, Gines Garcia-Aviles, Steven Latré, Andres Garcia-Saavedra, Marco Fiore
DAEMON: A Network Intelligence Plane for 6G Networks. GLOBECOM (Workshops) (2022)
Marco Gramaglia, Miguel Camelo, Lidia Fuentes, Joaquín Ballesteros, Gabriele Baldoni, Luca Cominardi, Andres Garcia-Saavedra, Marco Fiore
Network Intelligence for Virtualized RAN Orchestration: The DAEMON Approach. EuCNC (2022)
Kai Xu, Rajkarn Singh, Marco Fiore, Mahesh K. Marina, Hakan Bilen, Muhammad Usama, Howard Benn, Cezary Ziemlicki
SpectraGAN: spectrum based generation of city scale spatiotemporal mobile network traffic data. CoNEXT (2021)
Rajkarn Singh, Cengis Hasan, Xenofon Foukas, Marco Fiore, Mahesh K. Marina, Yue Wang
Energy-Efficient Orchestration of Metro-Scale 5G Radio Access Networks. INFOCOM (2021)
Giulia Attanasio, Claudio Fiandrino, Marco Fiore, Joerg Widmer
Characterizing RNTI Allocation and Management in Mobile Networks. MSWiM (2021)
Marco Gramaglia, Marco Fiore, Angelo Furno, Razvan Stanica
GLOVE: Towards Privacy-Preserving Publishing of Record-Level-Truthful Mobile Phone Trajectories. Trans. Data Sci. 2 (3) (2021)
Chaoyun Zhang, Marco Fiore, Iain Murray, Paul Patras
CloudLSTM: A Recurrent Neural Model for Spatiotemporal Point-cloud Stream Forecasting. AAAI (2021)
Albert Banchs, Marco Fiore, Andres Garcia-Saavedra, Marco Gramaglia
Network intelligence in 6G: challenges and opportunities. MobiArch@MobiCom (2021)
Claudio Fiandrino, Giulia Attanasio, Marco Fiore, Joerg Widmer
Traffic-Driven Sounding Reference Signal Resource Allocation in (Beyond) 5G Networks. SECON (2021)
Luca Chiaraviglio, Giuseppe Bianchi, Nicola Blefari-Melazzi, Marco Fiore
Will the Proliferation of 5G Base Stations Increase the Radio-Frequency "Pollution"? VTC Spring (2020)
Dario Bega, Marco Gramaglia, Ramon Perez, Marco Fiore, Albert Banchs, Xavier Costa-Pérez
AI-Based Autonomous Control, Management, and Orchestration in 5G: From Standards to Algorithms. IEEE Netw. 34 (6) (2020)
Cristina Marquez, Marco Gramaglia, Marco Fiore, Albert Banchs, Zbigniew Smoreda
Identifying Common Periodicities in Mobile Service Demands with Spectral Analysis. MedComNet (2020)
Marco Fiore, Panagiota Katsikouli, Elli Zavou, Mathieu Cunche, Françoise Fessant, Dominique Le Hello, Ulrich Matchi Aïvodji, Baptiste Olivier, Tony Quertier, Razvan Stanica
Privacy in trajectory micro-data publishing: a survey. Trans. Data Priv. 13 (2) (2020)
Dario Bega, Marco Gramaglia, Marco Fiore, Albert Banchs, Xavier Costa-Pérez
DeepCog: Optimizing Resource Provisioning in Network Slicing With AI-Based Capacity Forecasting. IEEE J. Sel. Areas Commun. 38 (2) (2020)
Dario Bega, Marco Gramaglia, Marco Fiore, Albert Banchs, Xavier Costa-Pérez
AZTEC: Anticipatory Capacity Allocation for Zero-Touch Network Slicing. INFOCOM (2020)
Dario Bega, Marco Gramaglia, Andres Garcia-Saavedra, Marco Fiore, Albert Banchs, Xavier Costa-Pérez
Network Slicing Meets Artificial Intelligence: An AI-Based Framework for Slice Management. IEEE Commun. Mag. 58 (6) (2020)
Chaoyun Zhang, Marco Fiore, Cezary Ziemlicki, Paul Patras
Microscope: mobile service traffic decomposition for network slicing as a service. MobiCom (2020)
Guangshuo Chen, Aline Carneiro Viana, Marco Fiore, Carlos Sarraute
Complete trajectory reconstruction from sparse mobile phone data. EPJ Data Sci. 8 (1) (2019)
Chaoyun Zhang, Marco Fiore, Iain Murray, Paul Patras
CloudLSTM: A Recurrent Neural Model for Spatiotemporal Point-cloud Stream Forecasting. CoRR (2019)
Ghazaleh Khodabandelou, Vincent Gauthier, Marco Fiore, Mounim A. El-Yacoubi
Estimation of Static and Dynamic Urban Populations with Mobile Network Metadata. IEEE Trans. Mob. Comput. 18 (9) (2019)
Panagiota Katsikouli, Marco Fiore, Angelo Furno, Razvan Stanica
Characterizing and Removing Oscillations in Mobile Phone Location Data. WOWMOM (2019)
Chaoyun Zhang, Marco Fiore, Paul Patras
Multi-Service Mobile Traffic Forecasting via Convolutional Long Short-Term Memories. M&N (2019)
Dario Bega, Marco Gramaglia, Marco Fiore, Albert Banchs, Xavier Costa-Pérez
DeepCog: Cognitive Network Management in Sliced 5G Networks with Deep Learning. INFOCOM (2019)
Rajkarn Singh, Marco Fiore, Mahesh K. Marina, Alessandro Nordio, Alberto Tarable
Urban Vibes and Rural Charms: Analysis of Geographic Diversity in Mobile Service Usage at National Scale. CoRR (2019)
Dario Bega, Marco Gramaglia, Marco Fiore, Albert Banchs, Xavier Costa-Pérez
$\alpha$-OMC: Cost-Aware Deep Learning for Mobile Network Resource Orchestration. INFOCOM Workshops (2019)
Luca Chiaraviglio, Giuseppe Bianchi, Nicola Blefari-Melazzi, Marco Fiore
Will the Proliferation of 5G Base Stations Increase the Radio-Frequency "Pollution"? CoRR (2019)
Foroogh Mohammadnia, Christian Vitale, Marco Fiore, Vincenzo Mancuso, Marco Ajmone Marsan
Mobile Small Cells for Adaptive RAN Densification: Preliminary Throughput Results. WCNC (2019)
Marco Ajmone Marsan, Foroogh Mohammadnia, Christian Vitale, Marco Fiore, Vincenzo Mancuso
Towards mobile radio access infrastructures for mobile users. Ad Hoc Networks 89 (2019)
Luca Chiaraviglio, Jaime Galán-Jiménez, Marco Fiore, Nicola Blefari-Melazzi
Not in My Neighborhood: A User Equipment Perspective of Cellular Planning Under Restrictive EMF Limits. IEEE Access 7 (2019)
Alberto Ceselli, Marco Fiore, Marco Premoli, Stefano Secci
Optimized assignment patterns in Mobile Edge Cloud networks. Comput. Oper. Res. 106 (2019)
Cristina Marquez, Marco Gramaglia, Marco Fiore, Albert Banchs, Xavier Costa-Pérez
Resource Sharing Efficiency in Network Slicing. IEEE Trans. Netw. Serv. Manag. 16 (3) (2019)
Chaoyun Zhang, Marco Fiore, Paul Patras
Multi-Service Mobile Traffic Forecasting via Convolutional Long Short-Term Memories. CoRR (2019)
Marco Fiore, Panagiota Katsikouli, Elli Zavou, Mathieu Cunche, Françoise Fessant, Dominique Le Hello, Ulrich Matchi Aïvodji, Baptiste Olivier, Tony Quertier, Razvan Stanica
Privacy of trajectory micro-data : a survey. CoRR (2019)
Anna Maria Gueli, M. Ferrante, Carlo Trigona, A. Failla, Marco Fiore
Measurements of Wearable Noninvasive Transducers for Sport Performance Improvement. M&N (2019)
Rajkarn Singh, Marco Fiore, Mahesh K. Marina, Alberto Tarable, Alessandro Nordio
Urban Vibes and Rural Charms: Analysis of Geographic Diversity in Mobile Service Usage at National Scale. WWW (2019)
Matthieu Latapy, Marco Fiore, Artur Ziviani
Link streams: Methods and applications. Comput. Networks 150 (2019)
Stavros Ntalampiras, Marco Fiore
Forecasting Mobile Service Demands for Anticipatory MEC. WOWMOM (2018)
Luca Bedogni, Marco Fiore, Christian Glacet
Temporal Reachability in Vehicular Networks. INFOCOM (2018)
Luca Chiaraviglio, Angela Sara Cacciapuoti, Gerardo Di Martino, Marco Fiore, Mauro Montesano, Damiano Trucchi, Nicola Blefari-Melazzi
Planning 5G Networks Under EMF Constraints: State of the Art and Vision. IEEE Access 6 (2018)
Guangshuo Chen, Sahar Hoteit, Aline Carneiro Viana, Marco Fiore, Carlos Sarraute
Enriching sparse mobility information in Call Detail Records. Comput. Commun. 122 (2018)
Guangshuo Chen, Aline Carneiro Viana, Marco Fiore
Takeaways in Large-scale Human Mobility Data Mining : (Invited Paper). LANMAN (2018)
Foroogh Mohammadnia, Marco Fiore, Marco Ajmone Marsan
Adaptive densification of mobile networks: Exploring correlations in vehicular and telecom traffic. Med-Hoc-Net (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Marco Fiore