Claudio Fiandrino

85 papers A* 7A 3B 11C 5Misc 3Journal 36Unranked 19

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	On AI Verification in Open RAN. IEEE Commun. Mag. Rahul Soundrarajan, Claudio Fiandrino, Michele Polese, Salvatore D'Oro, Leonardo Bonati, Tommaso Melodia
2026	J	`jnl`	On the Scalability of Access and Mobility Management Function: The Localization Management Function Use Case. IEEE Trans. Netw. Serv. Manag. Domenico Scotece, Giuseppe Santaromita, Claudio Fiandrino, Luca Foschini, Domenico Giustiniano
2026	J	`jnl`	SIA: Symbolic Interpretability for Anticipatory Deep Reinforcement Learning in Network Control. CoRR MohammadErfan Jabbari, Abhishek Duttagupta, Claudio Fiandrino, Leonardo Bonati, Salvatore D'Oro, Michele Polese, Marco Fiore, Tommaso Melodia
2026	J	`jnl`	Spectrum & RAN Sharing: A Measurement-based Case Study of Commercial 5G Networks in Spain. CoRR Rostand A. K. Fezeu, Lilian Coelho de Freitas, Eman Ramadan, Jason Carpenter, Claudio Fiandrino, Joerg Widmer, Zhi-Li Zhang
2026	J	`jnl`	SymbXRL: Symbolic Explainable Deep Reinforcement Learning for Mobile Networks. CoRR Abhishek Duttagupta, MohammadErfan Jabbari, Claudio Fiandrino, Marco Fiore, Joerg Widmer
2025	J	`jnl`	AIChronoLens: AI/ML Explainability for Time Series Forecasting in Mobile Networks. IEEE Trans. Mob. Comput. Pablo Fernández Pérez, Claudio Fiandrino, Eloy Pérez Gómez, Hossein Mohammadalizadeh, Marco Fiore, Joerg Widmer
2025	C	`conf`	ChronoProf: Profiling Time Series Forecasters and Classifiers in Mobile Networks with Explainable AI. WoWMoM Pablo Fernández Pérez, Iñaki Bravo, Anirudh Kamath, Claudio Fiandrino, Joerg Widmer
2025	J	`jnl`	DeExp: Revealing Model Vulnerabilities for Spatio-Temporal Mobile Traffic Forecasting With Explainable AI. IEEE Trans. Mob. Comput. Serly Moghadas, Claudio Fiandrino, Narseo Vallina-Rodriguez, Marco Fiore, Joerg Widmer
2025	C	`conf`	Demo: Explaining Time Series Interactively with ChronoProf. WoWMoM Pablo Fernández Pérez, Iñaki Bravo, Anirudh Kamath, Claudio Fiandrino, Joerg Widmer
2025	—	`conf`	Gen-TWIN: Generative-AI-Enabled Digital Twin for Open Radio Access Networks. INFOCOM WKSHPS Osman Tugay Basaran, Davide Villa, Pedram Johari, Michele Polese, Claudio Fiandrino, Falko Dressler, Tommaso Melodia
2025	J	`jnl`	How mature is 5G deployment? A cross-sectional, year-long study of 5G uplink performance. Comput. Commun. Imran Khan, Moinak Ghoshal, Joana Angjo, Sigrid Dimce, Mushahid Hussain, Paniz Parastar, Yenchia Yu, Xueting Deng, Sumit Hawal, Shirui Huang, Ameya Rane, Yin Wang, Claudio Fiandrino, Charalampos Orfanidis, Shivang Aggarwal, Ana C. Aguiar, Ozgu Alay, Carla-Fabiana Chiasserini, Falko Dressler, Y. Charlie Hu, Steven Y. Ko, Dimitrios Koutsonikolas, Joerg Widmer
2025	—	`conf`	Interactive Explanation and Steering of DRL Agents for Massive MIMO Scheduling with SymbXRL. INFOCOM WKSHPS Abhishek Duttagupta, MohammadErfan Jabbari, Claudio Fiandrino, Marco Fiore, Joerg Widmer
2025	J	`jnl`	Monitoring 5G Core Networks Vulnerabilities With eBPF. IEEE Netw. Lett. Gabriele Nunziati, Claudio Fiandrino, Luca Foschini, Paolo Bellavista
2025	J	`jnl`	On AI Verification in Open RAN. CoRR Rahul Soundrarajan, Claudio Fiandrino, Michele Polese, Salvatore D'Oro, Leonardo Bonati, Tommaso Melodia
2025	J	`jnl`	Opportunities and Challenges for Virtual Reality Streaming over Millimeter-Wave: An Experimental Analysis. CoRR Jakob Struye, Hemanth Kumar Ravuri, Hany Assasa, Claudio Fiandrino, Filip Lemic, Joerg Widmer, Jeroen Famaey, Maria Torres Vega
2025	A*	`conf`	SYMBXRL: Symbolic Explainable Deep Reinforcement Learning for Mobile Networks. INFOCOM Abhishek Duttagupta, MohammadErfan Jabbari, Claudio Fiandrino, Marco Fiore, Joerg Widmer
2024	A*	`conf`	AIChronoLens: Advancing Explainability for Time Series AI Forecasting in Mobile Networks. INFOCOM Claudio Fiandrino, Eloy Pérez Gómez, Pablo Fernández Pérez, Hossein Mohammadalizadeh, Marco Fiore, Joerg Widmer
2024	—	`conf`	An In-Depth Analysis of Advanced Time Series Forecasting Models for the Open RAN. INFOCOM (Workshops) Pablo Fernández Pérez, Claudio Fiandrino, Marco Fiore, Joerg Widmer
2024	—	`conf`	Dissecting Advanced Time Series Forecasting Models with AICHRONOLENS. INFOCOM (Workshops) Pablo Fernández Pérez, Claudio Fiandrino, Marco Fiore, Joerg Widmer
2024	B	`conf`	How Mature is 5G Deployment? A Cross-Sectional, Year-Long Study of 5G Uplink Performance. IFIP Networking Imran Khan, Moinak Ghoshal, Joana Angjo, Sigrid Dimce, Mushahid Hussain, Paniz Parastar, Yenchia Yu, Claudio Fiandrino, Charalampos Orfanidis, Shivang Aggarwal, Ana C. Aguiar, Ozgu Alay, Carla-Fabiana Chiasserini, Falko Dressler, Y. Charlie Hu, Steven Y. Ko, Dimitrios Koutsonikolas, Joerg Widmer
2024	A*	`conf`	Roaming across the European Union in the 5G Era: Performance, Challenges, and Opportunities. INFOCOM Rostand A. K. Fezeu, Claudio Fiandrino, Eman Ramadan, Jason Carpenter, Daqing Chen, Yiling Tan, Feng Qian, Joerg Widmer, Zhi-Li Zhang
2024	A*	`conf`	Twinning Commercial Network Traces on Experimental Open RAN Platforms. MobiCom Leonardo Bonati, Ravis Shirkhani, Claudio Fiandrino, Stefano Maxenti, Salvatore D'Oro, Michele Polese, Tommaso Melodia
2024	J	`jnl`	Twinning Commercial Network Traces on Experimental Open RAN Platforms. CoRR Leonardo Bonati, Ravis Shirkhani, Claudio Fiandrino, Stefano Maxenti, Salvatore D'Oro, Michele Polese, Tommaso Melodia
2024	A*	`conf`	Unveiling the 5G Mid-Band Landscape: From Network Deployment to Performance and Application QoE. SIGCOMM Rostand A. K. Fezeu, Claudio Fiandrino, Eman Ramadan, Jason Carpenter, Lilian Coelho de Freitas, Faaiq Bilal, Wei Ye, Joerg Widmer, Feng Qian, Zhi-Li Zhang
2023	J	`jnl`	A study on 5G performance and fast conditional handover for public transit systems. Comput. Commun. Claudio Fiandrino, David Juárez Martínez-Villanueva, Joerg Widmer
2023	—	`conf`	Characterizing and Modeling Mobile Networks User Traffic at Millisecond Level. WiNTECH Pablo Fernández Pérez, Claudio Fiandrino, Joerg Widmer
2023	J	`jnl`	EXPLORA: AI/ML EXPLainability for the Open RAN. CoRR Claudio Fiandrino, Leonardo Bonati, Salvatore D'Oro, Michele Polese, Tommaso Melodia, Joerg Widmer
2023	J	`jnl`	EXPLORA: AI/ML EXPLainability for the Open RAN. PACMNET Claudio Fiandrino, Leonardo Bonati, Salvatore D'Oro, Michele Polese, Tommaso Melodia, Joerg Widmer
2023	J	`jnl`	Handling Data Handoff of AI-Based Applications in Edge Computing Systems. IEEE Trans. Netw. Serv. Manag. Domenico Scotece, Claudio Fiandrino, Luca Foschini
2023	J	`jnl`	Mid-Band 5G: A Measurement Study in Europe and US. CoRR Rostand A. K. Fezeu, Jason Carpenter, Claudio Fiandrino, Eman Ramadan, Wei Ye, Joerg Widmer, Feng Qian, Zhi-Li Zhang
2023	—	`ed.`	Proceedings of the 2023 on Explainable and Safety Bounded, Fidelitous, Machine Learning for Networking, SAFE 2023, Paris, France, 8 December 2023 SAFE@CoNEXT Kamal Singh, Abbas Bradai, Pham Tran Anh Quang, Antonio Pescapè, Claudio Fiandrino
2023	A*	`conf`	Spotting Deep Neural Network Vulnerabilities in Mobile Traffic Forecasting with an Explainable AI Lens. INFOCOM Serly Moghadas, Claudio Fiandrino, Alan Collet, Giulia Attanasio, Marco Fiore, Joerg Widmer
2023	—	`conf`	waveSLAM: Empowering Accurate Indoor Mapping Using Off-the-Shelf Millimeter-wave Self-sensing. VTC Fall Pablo Picazo, Milan Groshev, Alejandro Blanco, Claudio Fiandrino, Antonio de la Oliva, Joerg Widmer
2023	J	`jnl`	waveSLAM: Empowering Accurate Indoor Mapping Using Off-the-Shelf Millimeter-wave Self-sensing. CoRR Pablo Picazo, Milan Groshev, Alejandro Blanco, Claudio Fiandrino, Antonio de la Oliva, Joerg Widmer
2022	B	`conf`	A Practical way to Handle Service Migration of ML-based Applications in Industrial Analytics. GLOBECOM Domenico Scotece, Claudio Fiandrino, Luca Foschini
2022	J	`jnl`	A mobility-based deployment strategy for edge data centers. J. Parallel Distributed Comput. Michele Girolami, Piergiorgio Vitello, Andrea Capponi, Claudio Fiandrino, Luca Foschini, Paolo Bellavista
2022	—	`conf`	Characterizing Location Management Function Performance in 5G Core Networks. NFV-SDN Andrea Pinto, Giuseppe Santaromita, Claudio Fiandrino, Domenico Giustiniano, Flavio Esposito
2022	A*	`conf`	Experimenting with localization management functions in 5G core networks. MobiCom Andrea Pinto, Giuseppe Santaromita, Claudio Fiandrino, Domenico Giustiniano, Flavio Esposito
2022	J	`jnl`	In-depth study of RNTI management in mobile networks: Allocation strategies and implications on data trace analysis. Comput. Networks Giulia Attanasio, Claudio Fiandrino, Marco Fiore, Joerg Widmer, Norbert Ludant, Bastian Bloessl, Konstantinos Kousias, Özgü Alay, Lise Jacquot, Razvan Stanica
2022	J	`jnl`	Mobility-Driven and Energy-Efficient Deployment of Edge Data Centers in Urban Environments. IEEE Trans. Sustain. Comput. Piergiorgio Vitello, Andrea Capponi, Claudio Fiandrino, Guido Cantelmo, Dzmitry Kliazovich
2022	—	`conf`	Opportunities and Challenges for Virtual Reality Streaming over Millimeter-Wave: An Experimental Analysis. NoF Jakob Struye, Hemanth Kumar Ravuri, Hany Assasa, Claudio Fiandrino, Filip Lemic, Joerg Widmer, Jeroen Famaey, Maria Torres Vega
2022	J	`jnl`	Toward native explainable and robust AI in 6G networks: Current state, challenges and road ahead. Comput. Commun. Claudio Fiandrino, Giulia Attanasio, Marco Fiore, Joerg Widmer
2022	A	`conf`	Uncovering 5G Performance on Public Transit Systems with an App-based Measurement Study. MSWiM Claudio Fiandrino, David Juárez Martínez-Villanueva, Joerg Widmer
2021	A	`conf`	Characterizing RNTI Allocation and Management in Mobile Networks. MSWiM Giulia Attanasio, Claudio Fiandrino, Marco Fiore, Joerg Widmer
2021	B	`conf`	OctoMap: Supporting Service Function Chaining via Supervised Learning and Online Contextual Bandit. NetSoft Aziza Alzadjali, Maria Mushtaq, Flavio Esposito, Claudio Fiandrino, Jitender S. Deogun
2021	J	`jnl`	On blockchain integration into mobile crowdsensing via smart embedded devices: A comprehensive survey. J. Syst. Archit. Zhiyan Chen, Claudio Fiandrino, Burak Kantarci
2021	B	`conf`	On the Efficiency of Service and Data Handoff Protocols in Edge Computing Systems. GLOBECOM Domenico Scotece, Claudio Fiandrino, Luca Foschini
2021	B	`conf`	Traffic-Driven Sounding Reference Signal Resource Allocation in (Beyond) 5G Networks. SECON Claudio Fiandrino, Giulia Attanasio, Marco Fiore, Joerg Widmer
2020	J	`jnl`	A Machine-Learning-Based Framework for Optimizing the Operation of Future Networks. IEEE Commun. Mag. Claudio Fiandrino, Chaoyun Zhang, Paul Patras, Albert Banchs, Joerg Widmer
2020	C	`conf`	Event-Based Vision: Understanding Network Traffic Characteristics. WoWMoM Giulia Attanasio, Claudio Fiandrino, Joerg Widmer
2020	J	`jnl`	Performance evaluation of hybrid crowdsensing systems with stateful CrowdSenSim 2.0 simulator. Comput. Commun. Federico Montori, Luca Bedogni, Claudio Fiandrino, Andrea Capponi, Luciano Bononi
2020	Misc	`conf`	The CORONA business in modern cities: poster abstract. SenSys Piergiorgio Vitello, Andrea Capponi, Pol Klopp, Richard D. Connors, Francesco Viti, Claudio Fiandrino
2019	J	`jnl`	A Survey on Mobile Crowdsensing Systems: Challenges, Solutions, and Opportunities. IEEE Commun. Surv. Tutorials Andrea Capponi, Claudio Fiandrino, Burak Kantarci, Luca Foschini, Dzmitry Kliazovich, Pascal Bouvry
2019	—	`conf`	Analysis of TCP Performance in 5G mm-Wave Mobile Networks. ICC Pablo Jiménez Mateo, Claudio Fiandrino, Joerg Widmer
2019	A	`conf`	CrowdSenSim 2.0: a Stateful Simulation Platform for Mobile Crowdsensing in Smart Cities. MSWiM Federico Montori, Emanuele Cortesi, Luca Bedogni, Andrea Capponi, Claudio Fiandrino, Luciano Bononi
2019	C	`conf`	Crowdsensed Data Learning-Driven Prediction of Local Businesses Attractiveness in Smart Cities. ISCC Andrea Capponi, Piergiorgio Vitello, Claudio Fiandrino, Guido Cantelmo, Dzmitry Kliazovich, Ulrich Sorger, Pascal Bouvry
2019	J	`jnl`	Profiling Performance of Application Partitioning for Wearable Devices in Mobile Cloud and Fog Computing. IEEE Access Claudio Fiandrino, Nicholas Allio, Dzmitry Kliazovich, Paolo Giaccone, Pascal Bouvry
2019	J	`jnl`	Scaling Millimeter-Wave Networks to Dense Deployments and Dynamic Environments. Proc. IEEE Claudio Fiandrino, Hany Assasa, Paolo Casari, Joerg Widmer
2019	B	`conf`	The Impact of Human Mobility on Edge Data Center Deployment in Urban Environments. GLOBECOM Piergiorgio Vitello, Andrea Capponi, Claudio Fiandrino, Guido Cantelmo, Dzmitry Kliazovich
2019	J	`jnl`	openLEON: An end-to-end emulation platform from the edge data center to the mobile user. Comput. Commun. Claudio Fiandrino, Alejandro Blanco Pizarro, Pablo Jiménez Mateo, Carlos Andrés Ramiro, Norbert Ludant, Joerg Widmer
2019	Misc	`conf`	pDCell: an end-to-end transport protocol for mobile edge computing architectures. ICDCN Claudio Fiandrino, Antonio de la Oliva, Joerg Widmer, Kirill Kogan
2018	B	`conf`	Collaborative Data Delivery for Smart City-Oriented Mobile Crowdsensing Systems. GLOBECOM Piergiorgio Vitello, Andrea Capponi, Claudio Fiandrino, Paolo Giaccone, Dzmitry Kliazovich, Ulrich Sorger, Pascal Bouvry
2018	—	`conf`	High-Precision Design of Pedestrian Mobility for Smart City Simulators. ICC Piergiorgio Vitello, Andrea Capponi, Claudio Fiandrino, Paolo Giaccone, Dzmitry Kliazovich, Pascal Bouvry
2018	—	`conf`	OpenLEON: An End-to-End Emulator from the Edge Data Center to the Mobile Users. WiNTECH Carlos Andrés Ramiro, Claudio Fiandrino, Alejandro Blanco Pizarro, Pablo Jiménez Mateo, Norbert Ludant, Joerg Widmer
2018	—	`conf`	Profiling Energy Efficiency of Mobile Crowdsensing Data Collection Frameworks for Smart City Applications. MobileCloud Mattia Tomasoni, Andrea Capponi, Claudio Fiandrino, Dzmitry Kliazovich, Fabrizio Granelli, Pascal Bouvry
2018	J	`jnl`	Why energy matters? Profiling energy consumption of mobile crowdsensing data collection frameworks. Pervasive Mob. Comput. Mattia Tomasoni, Andrea Capponi, Claudio Fiandrino, Dzmitry Kliazovich, Fabrizio Granelli, Pascal Bouvry
2017	J	`jnl`	A Cost-Effective Distributed Framework for Data Collection in Cloud-Based Mobile Crowd Sensing Architectures. IEEE Trans. Sustain. Comput. Andrea Capponi, Claudio Fiandrino, Dzmitry Kliazovich, Pascal Bouvry, Stefano Giordano
2017	—	`conf`	Cost analysis of smart lighting solutions for smart cities. ICC Giuseppe Cacciatore, Claudio Fiandrino, Dzmitry Kliazovich, Fabrizio Granelli, Pascal Bouvry
2017	J	`jnl`	CrowdSenSim: a Simulation Platform for Mobile Crowdsensing in Realistic Urban Environments. IEEE Access Claudio Fiandrino, Andrea Capponi, Giuseppe Cacciatore, Dzmitry Kliazovich, Ulrich Sorger, Pascal Bouvry, Burak Kantarci, Fabrizio Granelli, Stefano Giordano
2017	—	`conf`	Energy efficient data collection in opportunistic mobile crowdsensing architectures for smart cities. INFOCOM Workshops Andrea Capponi, Claudio Fiandrino, Dzmitry Kliazovich, Pascal Bouvry
2017	Misc	`conf`	Enriching Remote Control Applications with Fog Computing. CISIS Claudio Fiandrino, Paolo Giaccone, Ahsan Mahmood, Luca Maioli
2017	J	`jnl`	Intelligent Gaming for Mobile Crowd-Sensing Participants to Acquire Trustworthy Big Data in the Internet of Things. IEEE Access Maryam Pouryazdan, Claudio Fiandrino, Burak Kantarci, Tolga Soyata, Dzmitry Kliazovich, Pascal Bouvry
2017	J	`jnl`	On the Energy-Proportionality of Data Center Networks. IEEE Trans. Sustain. Comput. Pietro Ruiu, Claudio Fiandrino, Paolo Giaccone, Andrea Bianco, Dzmitry Kliazovich, Pascal Bouvry
2017	J	`jnl`	Performance and Energy Efficiency Metrics for Communication Systems of Cloud Computing Data Centers. IEEE Trans. Cloud Comput. Claudio Fiandrino, Dzmitry Kliazovich, Pascal Bouvry, Albert Y. Zomaya
2017	J	`jnl`	Sociability-Driven Framework for Data Acquisition in Mobile Crowdsensing Over Fog Computing Platforms for Smart Cities. IEEE Trans. Sustain. Comput. Claudio Fiandrino, Fazel Anjomshoa, Burak Kantarci, Dzmitry Kliazovich, Pascal Bouvry, Jeanna Neefe Matthews
2016	C	`conf`	Assessing Performance of Internet of Things-Based Mobile Crowdsensing Systems for Sensing as a Service Applications in Smart Cities. CloudCom Andrea Capponi, Claudio Fiandrino, Christian Franck, Ulrich K. Sorger, Dzmitry Kliazovich, Pascal Bouvry
2016	—	`conf`	Game-Theoretic Recruitment of Sensing Service Providers for Trustworthy Cloud-Centric Internet-of-Things (IoT) Applications. GLOBECOM Workshops Maryam Pouryazdan, Claudio Fiandrino, Burak Kantarci, Dzmitry Kliazovich, Tolga Soyata, Pascal Bouvry
2016	—	`conf`	Network coding-based content distribution in cellular access networks. ICC Claudio Fiandrino, Dzmitry Kliazovich, Pascal Bouvry, Albert Y. Zomaya
2016	—	`conf`	Power comparison of cloud data center architectures. ICC Pietro Ruiu, Andrea Bianco, Claudio Fiandrino, Paolo Giaccone, Dzmitry Kliazovich
2016	—	`conf`	Smart Probabilistic Fingerprinting for Indoor Localization over Fog Computing Platforms. CloudNet Andrea Sciarrone, Claudio Fiandrino, Igor Bisio, Fabio Lavagetto, Dzmitry Kliazovich, Pascal Bouvry
2016	B	`conf`	Sociability-Driven User Recruitment in Mobile Crowdsensing Internet of Things Platforms. GLOBECOM Claudio Fiandrino, Burak Kantarci, Fazel Anjomshoa, Dzmitry Kliazovich, Pascal Bouvry, Jeanna N. Matthews
2015	B	`conf`	Energy-Efficient Computation Offloading for Wearable Devices and Smartphones in Mobile Cloud Computing. GLOBECOM Claudio Ragona, Fabrizio Granelli, Claudio Fiandrino, Dzmitry Kliazovich, Pascal Bouvry
2015	—	`conf`	Network-assisted offloading for mobile cloud applications. ICC Claudio Fiandrino, Dzmitry Kliazovich, Pascal Bouvry, Albert Y. Zomaya
2015	B	`conf`	Performance Metrics for Data Center Communication Systems. CLOUD Claudio Fiandrino, Dzmitry Kliazovich, Pascal Bouvry, Albert Y. Zomaya
2014	B	`conf`	NC-CELL: Network coding-based content distribution in cellular networks for cloud applications. GLOBECOM Claudio Fiandrino, Dzmitry Kliazovich, Pascal Bouvry, Albert Y. Zomaya