Carla-Fabiana Chiasserini

ORCID

Publication Activity (10 Years)

Years Active: 1997-2025
Publications (10 Years): 283

Top Venues

CoRR

IEEE Trans. Mob. Comput.

IEEE/ACM Trans. Netw.

INFOCOM

Publications

Francesco Malandrino, Giuseppe Di Giacomo, Marco Levorato, Carla-Fabiana Chiasserini
Dependable Distributed Training of Compressed Machine Learning Models. WoWMoM (2025)
Emma Chiaramello, Carla-Fabiana Chiasserini, Francesco Malandrino, Alessandro Nordio, Marta Parazzini, Alvaro Valcarce
Cluster-then-Match: Efficient Management of Human-Centric, Cell-Less 6G Networks. WoWMoM (2025)
Carla-Fabiana Chiasserini, Francesco Malandrino, Nuria Molner, Zhiqiang Zhao
Combining Relevance and Magnitude for Resource-Aware DNN Pruning. CoRR (2024)
Francesco Malandrino, Alessandro Nordio, Carla-Fabiana Chiasserini
Eavesdropping with intelligent reflective surfaces: Near-optimal configuration cycling. Comput. Networks 243 (2024)
Francesco Malandrino, Alessandro Nordio, Carla-Fabiana Chiasserini
Eavesdropping with Intelligent Reflective Surfaces: Near-Optimal Configuration Cycling. CoRR (2024)
Christophoros Christophorou, Iacovos Ioannou, Vasos Vassiliou, Loizos Christofi, John S. Vardakas, Erin E. Seder, Carla-Fabiana Chiasserini, Marius Iordache, Chaouki Ben Issaid, Ioannis Markopoulos, Giulio Franzese, Tanel Järvet, Christos V. Verikoukis
ADROIT6G DAI-driven Open and Programmable Architecture for 6G Networks. CoRR (2024)
Antonio Calagna, Yenchia Yu, Paolo Giaccone, Carla-Fabiana Chiasserini
Design, Modeling, and Implementation of Robust Migration of Stateful Edge Microservices. IEEE Trans. Netw. Serv. Manag. 21 (2) (2024)
Chetna Singhal, Yashuo Wu, Francesco Malandrino, Marco Levorato, Carla-Fabiana Chiasserini
Resource-aware Deployment of Dynamic DNNs over Multi-tiered Interconnected Systems. CoRR (2024)
Sharda Tripathi, Corrado Puligheddu, Somreeta Pramanik, Andres Garcia-Saavedra, Carla-Fabiana Chiasserini
Fair and Scalable Orchestration of Network and Compute Resources for Virtual Edge Services. IEEE Trans. Mob. Comput. 23 (3) (2024)
Emma Chiaramello, Carla-Fabiana Chiasserini, Francesco Malandrino, Alessandro Nordio, Marta Parazzini, Alvaro Valcarce
Cluster-then-Match: Efficient Management of Human-Centric, Cell-Less 6G Networks. CoRR (2024)
Chetna Singhal, Y. Wu, Francesco Malandrino, Marco Levorato, Carla-Fabiana Chiasserini
Resource-aware Deployment of Dynamic DNNs over Multi-tiered Interconnected Systems. INFOCOM (2024)
Francesco Malandrino, Carla-Fabiana Chiasserini
Distributed Learning with Memory: Optimizing Model Usage Across Training Tasks. MedComNet (2024)
Somreeta Pramanik, Adlen Ksentini, Carla-Fabiana Chiasserini
Cost-efficient RAN slicing for service provisioning in 5G/B5G. Comput. Commun. 222 (2024)
G. Di Giacomo, Francesco Malandrino, Carla-Fabiana Chiasserini
Generosity Pays Off: A Game-Theoretic Study of Cooperation in Decentralized Learning. ICC Workshops (2024)
Dinesh Cyril Selvaraj, Christian Vitale, Tania Panayiotou, Panayiotis Kolios, Carla-Fabiana Chiasserini, Georgios Ellinas
Adaptive Autopilot: Constrained DRL for Diverse Driving Behaviors. CoRR (2024)
Gurtaj Singh, Olga Chukhno, Claudia Campolo, Antonella Molinaro, Carla-Fabiana Chiasserini
Compressing and Fine-tuning DNNs for Efficient Inference in Mobile Device-Edge Continuum. MeditCom (2024)
Marco Pellegrino, Michal Barcis, Jennifer Simonjan, Zulkarnaen, Carla-Fabiana Chiasserini, Enrico Natalizio
TinyBlimp: A Promising Frontier for Autonomous Miniature Unmanned Aerial Vehicles. DroNet@MobiSys (2024)
Federico Mungari, Corrado Puligheddu, Andres Garcia-Saavedra, Carla-Fabiana Chiasserini
OREO: O-RAN intElligence Orchestration of xApp-based network services. CoRR (2024)
Yenchia Yu, Marco Levorato, Carla-Fabiana Chiasserini
Tensor Compression and Reconstruction in Split DNN for Real-time Object Detection at the Edge. MeditCom (2024)
Francesco Malandrino, Giuseppe Di Giacomo, Armin Karamzade, Marco Levorato, Carla-Fabiana Chiasserini
Tuning DNN Model Compression to Resource and Data Availability in Cooperative Training. IEEE/ACM Trans. Netw. 32 (2) (2024)
Francesco Malandrino, Giuseppe Di Giacomo, Marco Levorato, Carla-Fabiana Chiasserini
Dependable Distributed Training of Compressed Machine Learning Models. CoRR (2024)
Corrado Puligheddu, Jonathan D. Ashdown, Carla-Fabiana Chiasserini, Francesco Restuccia
SEM-O-RAN: Semantic O-RAN Slicing for Mobile Edge Offloading of Computer Vision Tasks. IEEE Trans. Mob. Comput. 23 (7) (2024)
Dinesh Cyril Selvaraj, Christian Vitale, Tania Panayiotou, Panayiotis Kolios, Carla-Fabiana Chiasserini, Georgios Ellinas
Edge-Assisted ML-Aided Uncertainty-Aware Vehicle Collision Avoidance at Urban Intersections. CoRR (2024)
Noor Khial, Alaa Awad Abdellatif, Amr Mohamed, Aiman Erbad, Carla-Fabiana Chiasserini
Edge-Assisted Opportunistic Federated Learning for Distributed IoT Systems. CCNC (2024)
Yenchia Yu, Antonio Calagna, Paolo Giaccone, Carla-Fabiana Chiasserini
Design and Implementation of Microservice Migration at the Edge. WCNC (2024)
Federico Mungari, Corrado Puligheddu, Andres Garcia-Saavedra, Carla-Fabiana Chiasserini
OREO: O-RAN intElligence Orchestration of xApp-based network services. INFOCOM (2024)
Francesco Raviglione, Carlos Mateo Risma Carletti, Marco Malinverno, Claudio Casetti, Carla-Fabiana Chiasserini
ms-van3t: An integrated multi-stack framework for virtual validation of V2X communication and services. Comput. Commun. 217 (2024)
Dinesh Cyril Selvaraj, Falko Dressler, Carla-Fabiana Chiasserini
Personalized and Context-aware Route Planning for Edge-assisted Vehicles. CoRR (2024)
Pietro G. Giardina, Péter Szilágyi, Carla-Fabiana Chiasserini, Jose Luis Carcel, Luis Velasco, Salvatore Spadaro, Fernando Agraz, Sebastian Robitzsch, Rafael Rosales, Valerio Frascolla, Roya Doostnejad, Alejandro Calvillo, Giacomo Bernini
A hierarchical AI-based control plane solution for multi-technology deterministic networks. MobiHoc (2023)
Carla-Fabiana Chiasserini
Keynote Talk: Deployment and Management of Edge Microservices. ICDCN (2023)
Alessandro Nordio, Carla-Fabiana Chiasserini, Emanuele Viterbo
Robust Localization and Tracking of UAVs in OTFS-based Networks. CoRR (2023)
Nancy Varshney, Corrado Puligheddu, Carla-Fabiana Chiasserini, Claudio Casetti, Swades De
Intelligent Execution of Computer Vision Tasks in Delay-Constrained UAV-Aided Networks. GLOBECOM (Workshops) (2023)
Itamar Cohen, Paolo Giaccone, Carla-Fabiana Chiasserini
Distributed Asynchronous Protocol for Service Provisioning in the Edge-Cloud Continuum. SoftCOM (2023)
Madhura Adeppady, Paolo Giaccone, Holger Karl, Carla-Fabiana Chiasserini
Reducing Microservices Interference and Deployment Time in Resource-Constrained Cloud Systems. IEEE Trans. Netw. Serv. Manag. 20 (3) (2023)
Itamar Cohen, Paolo Giaccone, Carla-Fabiana Chiasserini
Distributed Asynchronous Service Provisioning in the Edge-Cloud Multi-tier Network. CoRR (2023)
Dinesh Cyril Selvaraj, Falko Dressler, Carla-Fabiana Chiasserini
Human-Centered Traffic Management Supporting Smart Cities and the Metaverse. MetaCom (2023)
Francesco Malandrino, Carla-Fabiana Chiasserini, Nuria Molner, Antonio de la Oliva
Network Support for High-Performance Distributed Machine Learning. IEEE/ACM Trans. Netw. 31 (1) (2023)
Itamar Cohen, Paolo Giaccone, Carla-Fabiana Chiasserini
Asynchronous Distributed Protocol for Service Provisioning in the Edge-Cloud Continuum. CoRR (2023)
Madhura Adeppady, Alberto Conte, Holger Karl, Paolo Giaccone, Carla-Fabiana Chiasserini
Energy-aware Provisioning of Microservices for Serverless Edge Computing. GLOBECOM (2023)
Eirini-Eleni Tsiropoulou, Dimitrios Koutsonikolas, Carla-Fabiana Chiasserini, Gang Li
IEEE International Conference on High Performance Switching and Routing (IEEE HPSR 2023). IEEE Commun. Mag. 61 (10) (2023)
Giuseppe Di Giacomo, Giulio Franzese, Tania Cerquitelli, Carla-Fabiana Chiasserini, Pietro Michiardi
Multi-View Latent Diffusion. BigData (2023)
Francesco Malandrino, Carla-Fabiana Chiasserini, Gian Michele Dell'Aera
Edge-Powered Assisted Driving For Connected Cars. IEEE Trans. Mob. Comput. 22 (2) (2023)
Francesco Malandrino, Giuseppe Di Giacomo, Armin Karamzade, Marco Levorato, Carla-Fabiana Chiasserini
Matching DNN Compression and Cooperative Training with Resources and Data Availability. INFOCOM (2023)
Abegaz Mohammed Seid, Hayla Nahom Abishu, Aiman Erbad, Carla-Fabiana Chiasserini
Hierarchical DRL-empowered Network Slicing in Space-Air-Ground Networks. GLOBECOM (2023)
Dinesh Cyril Selvaraj, Shailesh Hegde, Nicola Amati, Francesco Deflorio, Carla-Fabiana Chiasserini
An ML-Aided Reinforcement Learning Approach for Challenging Vehicle Maneuvers. IEEE Trans. Intell. Veh. 8 (2) (2023)
Yashuo Wu, Carla-Fabiana Chiasserini, Francesco Malandrino, Marco Levorato
Invited Paper: Enhancing Privacy in Federated Learning via Early Exit. ApPLIED@PODC (2023)
Olga Chukhno, Gurtaj Singh, Claudia Campolo, Antonella Molinaro, Carla-Fabiana Chiasserini
Machine Learning Performance at the Edge: When to Offload an Inference Task. NET4us@MobiCom (2023)
Francesco Malandrino, Carla-Fabiana Chiasserini, Giuseppe Di Giacomo
Efficient Distributed DNNs in the Mobile-Edge-Cloud Continuum. IEEE/ACM Trans. Netw. 31 (4) (2023)
Alessandro Nordio, Carla-Fabiana Chiasserini, Emanuele Viterbo
Robust Localization of UAVs in OTFS-Based Networks. GLOBECOM (2023)
Sharda Tripathi, Carla-Fabiana Chiasserini
MERGE: Meta Reinforcement Learning for Tunable RL Agents at the Edge. GLOBECOM (2023)
Wanshi Chen, Xingqin Lin, Juho Lee, Antti Toskala, Shu Sun, Carla-Fabiana Chiasserini, Lingjia Liu
5G-Advanced Toward 6G: Past, Present, and Future. IEEE J. Sel. Areas Commun. 41 (6) (2023)
Antonio Calagna, Yenchia Yu, Paolo Giaccone, Carla-Fabiana Chiasserini
Processing-Aware Migration Model for Stateful Edge Microservices. ICC (2023)
Itamar Cohen, Carla-Fabiana Chiasserini, Paolo Giaccone, Gabriel Scalosub
Dynamic Service Provisioning in the Edge-Cloud Continuum With Bounded Resources. IEEE/ACM Trans. Netw. 31 (6) (2023)
Somreeta Pramanik, Adlen Ksentini, Carla-Fabiana Chiasserini
Cost-efficient slicing in virtual Radio Access Networks. Comput. Commun. 209 (2023)
Yenchia Yu, Antonio Calagna, Paolo Giaccone, Carla-Fabiana Chiasserini
TCP Connection Management for Stateful Container Migration at the Network Edge. MedComNet (2023)
Christophoros Christophorou, Iacovos Ioannou, Vasos Vassiliou, Loizos Christofi, John S. Vardakas, Erin E. Seder, Carla-Fabiana Chiasserini, Marius Iordache, Chaouki Ben Issaid, Ioannis Markopoulos, Giulio Franzese, Tanel Järvet, Christos V. Verikoukis
ADROIT6G DAI-Driven Open and Programmable Architecture for 6G Networks. GLOBECOM (Workshops) (2023)
Wanshi Chen, Xingqin Lin, Juho Lee, Antti Toskala, Shu Sun, Carla-Fabiana Chiasserini, Lingjia Liu
Guest Editorial Special Issue on 3GPP Technologies: 5G-Advanced and Beyond. IEEE J. Sel. Areas Commun. 41 (6) (2023)
Francesco Malandrino, Carla-Fabiana Chiasserini
Unexpectedly Useful: Convergence Bounds And Real-World Distributed Learning. ICMLC (2023)
Wanshi Chen, Xingqin Lin, Juho Lee, Antti Toskala, Shu Sun, Carla-Fabiana Chiasserini, Lingjia Liu
5G-Advanced Towards 6G: Past, Present, and Future. CoRR (2023)
Corrado Puligheddu, Jonathan D. Ashdown, Carla-Fabiana Chiasserini, Francesco Restuccia
SEM-O-RAN: Semantic and Flexible O-RAN Slicing for NextG Edge-Assisted Mobile Systems. INFOCOM (2023)
Gil Einziger, Gabriel Scalosub, Carla-Fabiana Chiasserini, Francesco Malandrino
Virtual Service Embedding With Time-Varying Load and Provable Guarantees. IEEE Trans. Cloud Comput. 11 (3) (2023)
Francesco Malandrino, Carla-Fabiana Chiasserini, Giuseppe Di Giacomo
Energy-efficient Training of Distributed DNNs in the Mobile-edge-cloud Continuum. CoRR (2022)
Giuseppe Di Giacomo, Jérôme Härri, Carla-Fabiana Chiasserini
Edge-assisted Gossiping Learning: Leveraging V2V Communications Between Connected Vehicles. ITSC (2022)
Corrado Puligheddu, Jonathan D. Ashdown, Carla-Fabiana Chiasserini, Francesco Restuccia
SEM-O-RAN: Semantic and Flexible O-RAN Slicing for NextG Edge-Assisted Mobile Systems. CoRR (2022)
Falko Dressler, Carla-Fabiana Chiasserini
Festschrift to honor the lifetime achievements of Prof. Marco Ajmone Marsan. Comput. Commun. 194 (2022)
Sharda Tripathi, Corrado Puligheddu, Carla-Fabiana Chiasserini, Federico Mungari
A Context-Aware Radio Resource Management in Heterogeneous Virtual RANs. IEEE Trans. Cogn. Commun. Netw. 8 (1) (2022)
Jorge Martín-Pérez, Francesco Malandrino, Carla-Fabiana Chiasserini, Milan Groshev, Carlos J. Bernardos
KPI Guarantees in Network Slicing. IEEE/ACM Trans. Netw. 30 (2) (2022)
Somreeta Pramanik, Adlen Ksentini, Carla-Fabiana Chiasserini
Characterizing the Computational and Memory Requirements of Virtual RANs. WONS (2022)
G. La Bruna, Carlos Mateo Risma Carletti, Riccardo Rusca, Claudio Casetti, Carla-Fabiana Chiasserini, Marina Giordanino, Roberto Tola
Edge-assisted Federated Learning in Vehicular Networks. MSN (2022)
Francesco Raviglione, Simone Zocca, Alex Minetto, Marco Malinverno, Claudio Casetti, Carla-Fabiana Chiasserini, Fabio Dovis
From collaborative awareness to collaborative information enhancement in vehicular networks. Veh. Commun. 36 (2022)
Luca Vassio, Michele Garetto, Emilio Leonardi, Carla-Fabiana Chiasserini
Mining and modelling temporal dynamics of followers' engagement on online social networks. Soc. Netw. Anal. Min. 12 (1) (2022)
Federico Mungari, Milan Groshev, Carla-Fabiana Chiasserini
Resource Requirements of an Edge-based Digital Twin Service: An Experimental Study. Virtual Real. Intell. Hardw. 4 (6) (2022)
Wei Cai, Zehui Xiong, Jiawen Kang, Carla-Fabiana Chiasserini, Ekram Hossain, Mohsen Guizani
Guest Editorial Introduction to the Special Section on Collaborative Machine Learning for Next-Generation Intelligent Applications. IEEE Trans. Netw. Sci. Eng. 9 (5) (2022)
Gil Einziger, Gabriel Scalosub, Carla-Fabiana Chiasserini, Francesco Malandrino
Virtual Service Embedding with Time-Varying Load and Provable Guarantees. CoRR (2022)
Somreeta Pramanik, Adlen Ksentini, Carla-Fabiana Chiasserini
Characterizing the Computational and Memory Requirements of Virtual RANs. CoRR (2022)
Kalkidan Gebru, Marco Rapelli, Riccardo Rusca, Claudio Casetti, Carla-Fabiana Chiasserini, Paolo Giaccone
Edge-based passive crowd monitoring through WiFi Beacons. Comput. Commun. 192 (2022)
Alessandro Nordio, Carla-Fabiana Chiasserini
Performance of mMIMO FD Relay Networks With Limited Relay State Knowledge. IEEE Wirel. Commun. Lett. 11 (5) (2022)
Falko Dressler, Carla-Fabiana Chiasserini, Frank H. P. Fitzek, Holger Karl, Renato Lo Cigno, Antonio Capone, Claudio Casetti, Francesco Malandrino, Vincenzo Mancuso, Florian Klingler, Gianluca Rizzo
V-Edge: Virtual Edge Computing as an Enabler for Novel Microservices and Cooperative Computing. IEEE Netw. 36 (3) (2022)
Claudio Casetti, Carla-Fabiana Chiasserini, Silvio Marcato, Corrado Puligheddu, Josep Mangues-Bafalluy, Jorge Baranda, Juan Brenes, Francesco Bocchi, Giada Landi, Bahador Bakhshi
ML-Driven Provisioning and Management of Vertical Services in Automated Cellular Networks. IEEE Trans. Netw. Serv. Manag. 19 (3) (2022)
Francesco Malandrino, Carla-Fabiana Chiasserini
Flexible Parallel Learning in Edge Scenarios: Communication, Computational and Energy Cost. CoRR (2022)
Itamar Cohen, Carla-Fabiana Chiasserini, Paolo Giaccone, Gabriel Scalosub
Dynamic Service Provisioning in the Edge-cloud Continuum with Provable Guarantees. CoRR (2022)
Francesco Malandrino, Emma Chiaramello, Marta Parazzini, Carla-Fabiana Chiasserini
Performance and EMF Exposure Trade-offs in Human-centric Cell-free Networks. CoRR (2022)
Francesco Malandrino, Carla-Fabiana Chiasserini
Unexpectedly Useful: Convergence Bounds And Real-World Distributed Learning. CoRR (2022)
Francesco Malandrino, Carla-Fabiana Chiasserini
Flexible Parallel Learning in Edge Scenarios: Communication, Computational and Energy Cost. PerCom Workshops (2022)
Zana Limani Fazliu, Francesco Malandrino, Carla-Fabiana Chiasserini, Alessandro Nordio
A Belief Propagation Solution for Beam Coordination in mmWave Vehicular Networks. IEEE Trans. Wirel. Commun. 21 (12) (2022)
Francesco Malandrino, Carla-Fabiana Chiasserini, Giuseppe Di Giacomo
Energy-efficient Training of Distributed DNNs in the Mobile-edge-cloud Continuum. WONS (2022)
Francesco Malandrino, Giuseppe Di Giacomo, Armin Karamzade, Marco Levorato, Carla-Fabiana Chiasserini
Matching DNN Compression and Cooperative Training with Resources and Data Availability. CoRR (2022)
Sharda Tripathi, Corrado Puligheddu, Somreeta Pramanik, Andres Garcia-Saavedra, Carla-Fabiana Chiasserini
VERA: Resource Orchestration for Virtualized Services at the Edge. ICC (2022)
Madhura Adeppady, Carla-Fabiana Chiasserini, Holger Karl, Paolo Giaccone
iPlace: An Interference-aware Clustering Algorithm for Microservice Placement. ICC (2022)
Francesco Malandrino, Emma Chiaramello, Marta Parazzini, Carla-Fabiana Chiasserini
Performance and EMF Exposure Trade-offs in Human-centric Cell-free Networks. WiOpt (2022)
Zana Limani Fazliu, Francesco Malandrino, Carla-Fabiana Chiasserini, Alessandro Nordio
A Belief Propagation Solution for Beam Coordination in MmWave Vehicular Networks. CoRR (2021)
Morteza Golkarifard, Carla-Fabiana Chiasserini, Francesco Malandrino, Ali Movaghar
Dynamic VNF Placement, Resource Allocation and Traffic Routing in 5G. CoRR (2021)
Francesco Malandrino, Carla-Fabiana Chiasserini
Federated Learning at the Network Edge: When Not All Nodes Are Created Equal. IEEE Commun. Mag. 59 (7) (2021)
Xi Li, Carla-Fabiana Chiasserini, Josep Mangues-Bafalluy, Jorge Baranda, Giada Landi, Barbara Martini, Xavier Costa-Pérez, Corrado Puligheddu, Luca Valcarenghi
Automated Service Provisioning and Hierarchical SLA Management in 5G Systems. IEEE Trans. Netw. Serv. Manag. 18 (4) (2021)
Francesco Malandrino, Carla-Fabiana Chiasserini, Gian Michele Dell'Aera
Edge-powered Assisted Driving For Connected Cars. CoRR (2021)
Alex Minetto, Simone Zocca, Francesco Raviglione, Marco Malinverno, Claudio Ettore Casetti, Carla-Fabiana Chiasserini, Fabio Dovis
Cooperative Localization Enhancement through GNSS Raw Data in Vehicular Networks. GLOBECOM (Workshops) (2021)
Jorge Baranda, Josep Mangues-Bafalluy, Engin Zeydan, Claudio Casetti, Carla-Fabiana Chiasserini, Marco Malinverno, Corrado Puligheddu, Milan Groshev, Carlos Guimarães, Konstantin Tomakh, Denys Kucherenko, Oleksii Kolodiazhnyi
Demo: AIML-as-a-Service for SLA management of a Digital Twin Virtual Network Service. INFOCOM Workshops (2021)
Luca Vassio, Michele Garetto, Carla-Fabiana Chiasserini, Emilio Leonardi
Temporal dynamics of posts and user engagement of influencers on Facebook and Instagram. ASONAM (2021)
Alaa Awad Abdellatif, Carla-Fabiana Chiasserini, Francesco Malandrino, Amr Mohamed, Aiman Erbad
Active Learning With Noisy Labelers for Improving Classification Accuracy of Connected Vehicles. IEEE Trans. Veh. Technol. 70 (4) (2021)
Francesco Malandrino, Carla-Fabiana Chiasserini
Toward Node Liability in Federated Learning: Computational Cost and Network Overhead. IEEE Commun. Mag. 59 (9) (2021)

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Publication Activity (10 Years)

Top Topics

Top Venues

Carla-Fabiana Chiasserini