Francesco Malandrino

ORCID

Publication Activity (10 Years)

Years Active: 2009-2025
Publications (10 Years): 134

Top Venues

CoRR

IEEE/ACM Trans. Netw.

IEEE Trans. Mob. Comput.

Comput. Networks

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)
Chetna Singhal, Yashuo Wu, Francesco Malandrino, Marco Levorato, Carla-Fabiana Chiasserini
Resource-aware Deployment of Dynamic DNNs over Multi-tiered Interconnected Systems. CoRR (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)
G. Di Giacomo, Francesco Malandrino, Carla-Fabiana Chiasserini
Generosity Pays Off: A Game-Theoretic Study of Cooperation in Decentralized Learning. ICC Workshops (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)
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)
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)
Yashuo Wu, Carla-Fabiana Chiasserini, Francesco Malandrino, Marco Levorato
Invited Paper: Enhancing Privacy in Federated Learning via Early Exit. ApPLIED@PODC (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)
Jorge Martín-Pérez, Nuria Molner, Francesco Malandrino, Carlos Jesus Bernardos, Antonio de la Oliva, David Gomez-Barquero
Choose, Not Hoard: Information-to-Model Matching for Artificial Intelligence in O-RAN. IEEE Commun. Mag. 61 (4) (2023)
Francesco Malandrino, Carla-Fabiana Chiasserini
Unexpectedly Useful: Convergence Bounds And Real-World Distributed Learning. ICMLC (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)
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)
Gil Einziger, Gabriel Scalosub, Carla-Fabiana Chiasserini, Francesco Malandrino
Virtual Service Embedding with Time-Varying Load and Provable Guarantees. CoRR (2022)
Jorge Martín-Pérez, Nuria Molner, Francesco Malandrino, Carlos Jesus Bernardos, Antonio de la Oliva, David Gomez-Barquero
Choose, not Hoard: Information-to-Model Matching for Artificial Intelligence in O-RAN. CoRR (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)
Francesco Malandrino, Carla-Fabiana Chiasserini
Flexible Parallel Learning in Edge Scenarios: Communication, Computational and Energy Cost. 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)
Chiara Ravazzi, Francesco Malandrino, Fabrizio Dabbene
Towards Proactive Moderation of Malicious Content via Bot Detection in Fringe Social Networks. IEEE Control. Syst. Lett. 6 (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)
Alberto Tarable, Francesco Malandrino, Laura Dossi, Roberto Nebuloni, Giuseppe Virone, Alessandro Nordio
Optimization of IRS-Aided Sub-THz Communications Under Practical Design Constraints. IEEE Trans. Wirel. Commun. 21 (12) (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)
Francesco Malandrino, Carla-Fabiana Chiasserini, Gian Michele Dell'Aera
Edge-powered Assisted Driving For Connected Cars. CoRR (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)
Francesco Malandrino, Alessandro Nordio, Carla-Fabiana Chiasserini
Eavesdropping with Intelligent Reflective Surfaces: Threats and Defense Strategies. CoRR (2021)
Francesco Malandrino, Carla-Fabiana Chiasserini
Federated Learning at the Network Edge: When Not All Nodes are Created Equal. CoRR (2021)
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. CoRR (2021)
Zana Limani Fazliu, Francesco Malandrino, Carla-Fabiana Chiasserini, Alessandro Nordio
MmWave Beam Management in Urban Vehicular Networks. IEEE Syst. J. 15 (2) (2021)
Francesco Malandrino, Carla-Fabiana Chiasserini
Towards Node Liability in Federated Learning: Computational Cost and Network Overhead. CoRR (2021)
Alberto Tarable, Francesco Malandrino, Laura Dossi, Roberto Nebuloni, Giuseppe Virone, Alessandro Nordio
When Meta-Surfaces Meet Users: Optimization of Smart Radio Environments in 6G Sub-THz Communications. CoRR (2021)
Francesco Malandrino, Alessandro Nordio, Carla-Fabiana Chiasserini
Eavesdropping with Intelligent Reflective Surfaces: Threats and Defense Strategies. WiOpt (2021)
Morteza Golkarifard, Carla-Fabiana Chiasserini, Francesco Malandrino, Ali Movaghar
Dynamic VNF placement, resource allocation and traffic routing in 5G. Comput. Networks 188 (2021)
Cristina Rottondi, Francesco Malandrino, Andrea Bianco, Carla-Fabiana Chiasserini, Ioannis Stavrakakis
Scheduling of emergency tasks for multiservice UAVs in post-disaster scenarios. Comput. Networks 184 (2021)
Francesco Malandrino, Carla-Fabiana Chiasserini, Nuria Molner, Antonio de la Oliva
Network Support for High-performance Distributed Machine Learning. CoRR (2021)
Christian Vitale, Carla-Fabiana Chiasserini, Francesco Malandrino, Senay Semu Tadesse
Characterizing Delay and Control Traffic of the Cellular MME With IoT Support. IEEE Trans. Mob. Comput. 20 (4) (2021)
Francesco Malandrino, Carla-Fabiana Chiasserini, Gian Michele Dell'Aera
An Edge-powered Approach to Assisted Driving. CoRR (2020)
Zana Limani Fazliu, Carla-Fabiana Chiasserini, Francesco Malandrino, Alessandro Nordio
Graph-based Model for Beam Management in Mmwave Vehicular Networks. CoRR (2020)
Alaa Awad Abdellatif, Carla-Fabiana Chiasserini, Francesco Malandrino
Active Learning-based Classification in Automated Connected Vehicles. CoRR (2020)
Zana Limani, Francesco Malandrino, Carla-Fabiana Chiasserini, Alessandro Nordio
Mmwave Beam Management in Urban Vehicular Networks. CoRR (2020)
Francesco Malandrino, Carla-Fabiana Chiasserini, Giuseppe Avino, Marco Malinverno, Scott Kirkpatrick
From Megabits to CPU Ticks: Enriching a Demand Trace in the Age of MEC. IEEE Trans. Big Data 6 (1) (2020)
Alaa Awad Abdellatif, Carla-Fabiana Chiasserini, Francesco Malandrino
Active Learning-based Classification in Automated Connected Vehicles. INFOCOM Workshops (2020)
Marco Malinverno, Giuseppe Avino, Claudio Casetti, Carla-Fabiana Chiasserini, Francesco Malandrino, Salvatore Scarpina
Edge-Based Collision Avoidance for Vehicles and Vulnerable Users: An Architecture Based on MEC. IEEE Veh. Technol. Mag. 15 (1) (2020)
Jorge Martín-Pérez, Francesco Malandrino, Carla-Fabiana Chiasserini, Carlos Jesus Bernardos
OKpi: All-KPI Network Slicing Through Efficient Resource Allocation. INFOCOM (2020)
Francesco Malandrino, Carla-Fabiana Chiasserini, Gian Michele Dell'Aera
An Edge-powered Approach to Assisted Driving. GLOBECOM (2020)
Christian Vitale, Carla-Fabiana Chiasserini, Francesco Malandrino, Senay Semu Tadesse
Characterizing Delay and Control Traffic of the Cellular MME with IoT Support. CoRR (2020)
Zana Limani Fazliu, Carla-Fabiana Chiasserini, Francesco Malandrino, Alessandro Nordio
Graph-based model for beam management in Mmwave vehicular networks. MobiHoc (2020)
Cristina Rottondi, Francesco Malandrino, Andrea Bianco, Carla-Fabiana Chiasserini, Ioannis Stavrakakis
Scheduling of Emergency Tasks for Multiservice UAVs in Post-Disaster Scenarios. CoRR (2020)
Alberto Tarable, Francesco Malandrino, Laura Dossi, Roberto Nebuloni, Giuseppe Virone, Alessandro Nordio
Meta-Surface Optimization in 6G Sub-THz Communications. ICC Workshops (2020)
Francesco Malandrino, Carla-Fabiana Chiasserini
Getting the Most Out of Your VNFs: Flexible Assignment of Service Priorities in 5G. WOWMOM (2019)
Francesco Malandrino, Carla-Fabiana Chiasserini, Gil Einziger, Gabriel Scalosub
Reducing Service Deployment Cost Through VNF Sharing. CoRR (2019)
Francesco Malandrino, Carla-Fabiana Chiasserini, Giada Landi
Service Shifting: a Paradigm for Service Resilience in 5G. CoRR (2019)
Satyam Agarwal, Francesco Malandrino, Carla-Fabiana Chiasserini, Swades De
VNF Placement and Resource Allocation for the Support of Vertical Services in 5G Networks. IEEE/ACM Trans. Netw. 27 (1) (2019)
Francesco Malandrino, Carla-Fabiana Chiasserini
5G Traffic Forecasting: If Verticals and Mobile Operators Cooperate. WONS (2019)
Francesco Malandrino, Carla-Fabiana Chiasserini, Claudio Casetti, Giada Landi, Marco Capitani
An Optimization-enhanced MANO for Energy-efficient 5G Networks. CoRR (2019)
Francesco Malandrino, Carla-Fabiana Chiasserini, Claudio Casetti, Giada Landi, Marco Capitani
An Optimization-Enhanced MANO for Energy-Efficient 5G Networks. IEEE/ACM Trans. Netw. 27 (4) (2019)
Francesco Malandrino, Cristina Rottondi, Carla-Fabiana Chiasserini, Andrea Bianco, Ioannis Stavrakakis
Multiservice UAVs for Emergency Tasks in Post-disaster Scenarios. CoRR (2019)
Francesco Malandrino, Carla-Fabiana Chiasserini
5G Traffic Forecasting: If Verticals and Mobile Operators Cooperate. CoRR (2019)
Luca Chiaraviglio, Fabio D'Andreagiovanni, Simone Rossetti, Giulio Sidoretti, Nicola Blefari-Melazzi, Stefano Salsano, Carla-Fabiana Chiasserini, Francesco Malandrino
Algorithms for the design of 5G networks with VNF-based Reusable Functional Blocks. Ann. des Télécommunications 74 (9-10) (2019)
Francesco Malandrino, Cristina Rottondi, Carla-Fabiana Chiasserini, Andrea Bianco, Ioannis Stavrakakis
Multiservice UAVs for Emergency Tasks in Post-disaster Scenarios. iFIRE@MobiHoc (2019)
Francesco Malandrino, Carla-Fabiana Chiasserini, Claudio Casetti, Luca Chiaraviglio, Andrea Senacheribbe
Planning UAV activities for efficient user coverage in disaster areas. Ad Hoc Networks 89 (2019)
Francesco Malandrino, Carla-Fabiana Chiasserini, Giada Landi
Towards Failure Resiliency in 5G: Service Shifting. CoRR (2019)
Francesco Malandrino, Carla-Fabiana Chiasserini
Getting the Most Out of Your VNFs: Flexible Assignment of Service Priorities in 5G. CoRR (2019)
Zana Limani Fazliu, Francesco Malandrino, Carla-Fabiana Chiasserini
mmWave in Vehicular Networks: Leveraging Traffic Signals for Beam Design. WOWMOM (2019)
Marco Malinverno, Giuseppe Avino, Claudio Casetti, Carla-Fabiana Chiasserini, Francesco Malandrino, Salvatore Scarpina
MEC-based Collision Avoidance for Vehicles and Vulnerable Users. CoRR (2019)
Jorge Martín-Pérez, Francesco Malandrino, Carla-Fabiana Chiasserini, Carlos J. Bernardos
OKpi: All-KPI Network Slicing Through Efficient Resource Allocation. CoRR (2019)
Luca Chiaraviglio, Lavinia Amorosi, Francesco Malandrino, Carla-Fabiana Chiasserini, Paolo Dell'Olmo, Claudio Casetti
Optimal Throughput Management in UAV-based Networks during Disasters. INFOCOM Workshops (2019)
Francesco Malandrino, Carla-Fabiana Chiasserini, Gil Einziger, Gabriel Scalosub
Reducing Service Deployment Cost Through VNF Sharing. IEEE/ACM Trans. Netw. 27 (6) (2019)
Christian Vitale, Carla-Fabiana Chiasserini, Francesco Malandrino, Senay Semu Tadesse
Characterizing Delay and Control Traffic of the Cellular MME with IoT Support. MobiHoc (2019)
Francesco Malandrino, Carla-Fabiana Chiasserini, Giada Landi
Service Shifting: A Paradigm for Service Resilience in 5G. IEEE Commun. Mag. 57 (9) (2019)
Francesco Malandrino, Carla-Fabiana Chiasserini
Present-day verticals and where to find them: A data-driven study on the transition to 5G. WONS (2018)
Francesco Malandrino, Claudio Casetti, Carla-Fabiana Chiasserini, Giada Landi
Optimization-in-the-Loop for Energy-Efficient 5G. WOWMOM (2018)
Claudio Casetti, Carla-Fabiana Chiasserini, Francesco Malandrino, Carlo Borgiattino
Area formation and content assignment for LTE broadcasting. CoRR (2018)
Christian Vitale, Carla-Fabiana Chiasserini, Francesco Malandrino
On the Impact of IoT Traffic on the Cellular EPC. GLOBECOM (2018)
Luca Valcarenghi, Barbara Martini, Kiril Antevski, Carlos J. Bernardos, Giada Landi, Marco Capitani, Josep Mangues-Bafalluy, Ricardo Martínez, Jorge Baranda, Iñaki Pascual, Adlen Ksentini, Carla-Fabiana Chiasserini, Francesco Malandrino, Xi Li, Dmitriy Andrushko, Konstantin Tomakh
A Framework for Orchestration and Federation of 5G Services in a Multi-Domain Scenario. EM-5G@CoNEXT (2018)
Paolo Di Francesco, Francesco Malandrino, Luiz A. DaSilva
Assembling and Using a Cellular Dataset for Mobile Network Analysis and Planning. IEEE Trans. Big Data 4 (4) (2018)
Francesco Malandrino, Carla-Fabiana Chiasserini, Scott Kirkpatrick
Cellular Network Traces Towards 5G: Usage, Analysis and Generation. IEEE Trans. Mob. Comput. 17 (3) (2018)
Satyam Agarwal, Francesco Malandrino, Carla-Fabiana Chiasserini, Swades De
Joint VNF Placement and CPU Allocation in 5G. INFOCOM (2018)
Marco Malinverno, Giuseppe Avino, Francesco Malandrino, Claudio Casetti, Carla-Fabiana Chiasserini, Salvatore Scarpina
Performance Analysis of C-V2I-based Automotive Collision Avoidance. CoRR (2018)
Giuseppe Avino, Marco Malinverno, Francesco Malandrino, Claudio Casetti, Carla-Fabiana Chiasserini
Characterizing Docker Overhead in Mobile Edge Computing Scenarios. CoRR (2018)
Marco Malinverno, Giuseppe Avino, Claudio Casetti, Carla-Fabiana Chiasserini, Francesco Malandrino, Salvatore Scarpina
Performance Analysis of C-V2I-Based Automotive Collision Avoidance. WOWMOM (2018)
Satyam Agarwal, Francesco Malandrino, Carla-Fabiana Chiasserini, Swades De
VNF Placement and Resource Allocation for the Support of Vertical Services in 5G Networks. CoRR (2018)
Francesco Malandrino, Carla-Fabiana Chiasserini, Claudio Casetti
Virtualization-based evaluation of backhaul performance in vehicular applications. Comput. Networks 134 (2018)
Scott Kirkpatrick, Ron Bekkerman, Adi Zmirli, Francesco Malandrino
Mining the Air - for Research in Social Science and Networking Measurement. CoRR (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Francesco Malandrino