TNG Group @ Politecnico di Torino
Telecommunication Networks Group @ Politecnico di Torino
TNG Group @ Politecnico di Torino

Francesco Malandrino

Conference papers

  1. Chiaramello, Emma; Chiasserini, Carla Fabiana; Malandrino, Francesco; Nordio, Alessandro; Parazzini, Marta; Valcarce, Alvaro, Cluster-then-Match: Efficient Management of Human-Centric, Cell-Less 6G Networks, in: IEEE WoWMoM 2024, 2024
  2. Malandrino, F.; Di Giacomo, G.; Levorato, M.; Chiasserini, C. F., Dependable Distributed Training of Compressed Machine Learning Models, in: IEEE WoWMoM 2024, 2024
  3. DI GIACOMO, Giuseppe; Malandrino, Francesco; Chiasserini, Carla Fabiana, Generosity Pays Off: A Game-Theoretic Study of Cooperation in Decentralized Learning, in: IEEE ICC 2024 Workshop on Edge Learning over 5G Mobile Networks and Beyond, 2024
  4. Singhal, C.; Wu, Y.; Malandrino, F.; Levorato, M.; Chiasserini, C. F., Resource-aware Deployment of Dynamic DNNs over Multi-tiered Interconnected Systems, in: IEEE INFOCOM 2024, 2024
  5. Wu, Yashuo; Chiasserini, Carla Fabiana; Malandrino, Francesco; Levorato, Marco, Enhancing Privacy in Federated Learning via Early Exit, in: ACM Advanced tools, programming languages, and PLatforms for Implementing and Evaluating algorithms for Distributed systems (ApPLIED 2023), 2023
  6. Malandrino, F.; Di Giacomo, G.; Karamzade, A.; Levorato, M.; Chiasserini, C. F., Matching DNN Compression and Cooperative Training with Resources and Data Availability, in: IEEE INFOCOM 2023, 2023
  7. Malandrino, Francesco; Chiasserini, Carla Fabiana, Unexpectedly Useful: Convergence Bounds And Real-World Distributed Learning, in: 2023 15th International Conference on Machine Learning and Computing, 2023
  8. Malandrino, F.; Chiasserini, C. F.; Di Giacomo, G., Energy-efficient Training of Distributed DNNs in the Mobile-edge-cloud Continuum, in: 2022 17th Wireless On-Demand Network Systems and Services Conference (WONS), 2022
  9. Sgambelluri, Andrea; Baranda, Jorge; Groshev, Milan; Tomakh, Konstantin; Kucherenko, Denys; Paolini, Emilio; Zanzi, Lanfranco; Xavier Salvat, Josep; Puligheddu, Corrado; Malandrino, Francesco; Kolodiazhnyi, Oleksii; Bernardos, Carlos J.; de la Oliva, Anto, Exploiting Forecasting for Automatic Network Service Operations in Digital Twin Applications, in: IEEE SECON 2022, 2022
  10. Malandrino, Francesco; Chiasserini, Carla Fabiana, Flexible Parallel Learning in Edge Scenarios: Communication, Computational and Energy Cost, in: 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops), 2022
  11. Malandrino, Francesco; Chiaramello, Emma; Parazzini, Marta; Chiasserini, Carla Fabiana, Performance and EMF Exposure Trade-offs in Human-centric Cell-free Networks, in: WiOpt 2022 Workshop on Sustainable Wireless Networking (SWirNet'22), 2022
  12. Malandrino, Francesco; Nordio, Alessandro; Chiasserini, Carla Fabiana, Eavesdropping with Intelligent Reflective Surfaces: Threats and Defense Strategies, in: IFIP/IEEE WiOpt 2021, 2021
  13. Abdellatif, A. A.; Chiasserini, C. F.; Malandrino, F., Active learning-based classification in automated connected vehicles, in: IEEE INFOCOM 2020 - IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2020, 2020
  14. Malandrino, Francesco; Chiasserini, Carla Fabiana; Michele Dell'Aera, Gian, An Edge-powered Approach to Assisted Driving, in: IEEE GLOBECOM 2020, 2020
  15. Limani Fazliu, Zana; Chiasserini, Carla Fabiana; Malandrino, Francesco; Nordio, Alessandro, Graph-based Model for Beam Management in Mmwave Vehicular Networks, in: ACM Mobihoc '20: Proceedings of the Twenty-First International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile, 2020
  16. MARTIN PEREZ, Jorge; Malandrino, F.; Chiasserini, C. F.; Bernardos, C. J., OKpi: All-KPI Network Slicing Through Efficient Resource Allocation, in: IEEE INFOCOM 2020, 2020
  17. Malandrino, Francesco; Chiasserini, Carla Fabiana, 5G Traffic Forecasting: If Verticals and Mobile Operators Cooperate, in: IEEE/IFIP WONS 2019, 2019
  18. Vitale, C.; Chiasserini, C. -F.; Malandrino, F.; Tadesse, S., Characterizing Delay and Control Traffic of the Cellular MME with IoT Support, in: ACM MobiHoc 2019, 2019
  19. Malandrino, Francesco; Chiasserini, Carla Fabiana, Getting the Most Out of Your VNFs: Flexible Assignment of Service Priorities in 5G, in: IEEE WoWMoM, 2019
  20. LIMANI FAZLIU, Zana; Malandrino, Francesco; Chiasserini, Carla Fabiana, mmWave in Vehicular Networks: Leveraging Traffic Signals for Beam Design, in: IEEE WoWMoM-CCNCPS 2019, 2019
  21. Malandrino, Francesco; Rottondi, CRISTINA EMMA MARGHERITA; Chiasserini, Carla Fabiana; Bianco, Andrea; Stavrakakis, Ioannis, Multiservice UAVs for Emergency Tasks in Post-Disaster Scenarios, in: ACM MobiHoc 2019 Workshop FIrst REsponders network in emergency scenarios (IFIRE@MobiHoc19), 2019
  22. Chiaraviglio, Luca; Amorosi, Lavinia; Malandrino, Francesco; Chiasserini, Carla Fabiana; Dell’Olmo, Paolo; Casetti, CLAUDIO ETTORE, Optimal Throughput Management in UAV-based Networks during Disasters, in: INFOCOM 2019 WKSHPS - MiSARN 2019, 2019
  23. Tadesse, SENAY SEMU; Malandrino, Francesco; Chiasserini, Carla Fabiana; Casetti, CLAUDIO ETTORE, Assessing the Power Cost of Virtualization Through Real-world Workloads, in: IEEE International Symposium on Local and Metropolitan Area Networks (IEEE LANMAN 2018), 2018
  24. Agarwal, Satyam; Malandrino, Francesco; Chiasserini, Carla Fabiana; De, Swades, Joint VNF Placement and CPU Allocation in 5G, in: IEEE INFOCOM 2018 - IEEE Conference on Computer Communications, 2018
  25. Vitale, Christian; Chiasserini, Carla Fabiana; Malandrino, Francesco, On the Impact of IoT Traffic on the Cellular EPC, in: 2018 IEEE Global Communications Conference: Selected Areas in Communications: Internet of Things, 2018
  26. Malandrino, Francesco; Casetti, Claudio; Chiasserini, Carla Fabiana; Landi, Giada, Optimization-in-the-Loop for Energy-Efficient 5G, in: IEEE WoWMoM 2018, 2018
  27. Malinverno, Marco; Avino, Giuseppe; Casetti, Claudio; Chiasserini, Carla Fabiana; Malandrino, Francesco; Scarpina, Salvatore, Performance Analysis of C-V2I-based Automotive Collision Avoidance, in: IEEE WoWMoM 2018, 2018
  28. Malandrino, Francesco; Chiasserini, Carla Fabiana, Present-day Verticals and Where to Find Them: A Data-driven Study on the Transition to 5G, in: IEEE/IFIP WONS 2018, 2018
  29. Antevski1, K.; Martín-Pérez Nuria Molner, J.; Chiasserini, C. F.; Malandrino, F.; Frangoudis, P.; Ksentini, A.; Li, X.; Salvat Lozano, J.; Martínez, R.; Pascual, I.; Mangues, J.; Baranda, J.; Martini, B.; Gharbaoui, M., Resource Orchestration of 5G Transport Networks for Vertical Industries, in: 2018 IEEE 29th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC) - Workshop WS-06 on "Vertical-Oriented Service Programmability: Design and Optimization of 5G Cell-Less Networks (5G Cell-Less Nets), 2018
  30. Avino, G.; Malinverno, M.; Casetti, C.; Chiasserini, C. F.; Malandrino, F.; Rapelli, Marco; Zennaro, G., Support of Safety Services through Vehicular Communications: The Intersection Collision Avoidance Use Case, in: AUTOMOTIVE 2018, 2018
  31. Avino, Giuseppe; Malinverno, Marco; Malandrino, Francesco; Casetti, CLAUDIO ETTORE; Chiasserini, Carla Fabiana; Nardini, G.; Scarpina, S., A Simulation-based Testbed for Vehicular Collision Detection, in: IEEE VNC 2017, 2017
  32. Chiaraviglio, L.; Blefari Melazzi, N.; Chiasserini, Carla Fabiana; Iatco, B.; Malandrino, Francesco; Salsano, S., An Economic Analysis of 5G Superfluid Networks, in: 2017 IEEE 18th International Conference on High Performance Switching and Routing (HPSR), 2017
  33. Avino, Giuseppe; Malinverno, Marco; Malandrino, Francesco; Casetti, CLAUDIO ETTORE; Chiasserini, Carla Fabiana, Characterizing Docker Overhead in Mobile Edge Computing Scenarios, in: ACM SIGCOMM 2017 1st International Workshop on Hot Topics in Container Networking and Networked Systems (HotConNet’17), 2017
  34. Tadesse, SENAY SEMU; Chiasserini, Carla Fabiana; Malandrino, Francesco, Energy Consumption Measurements in Docker, in: IEEE Computers, Software, and Applications Conference (COMPSAC 2017), 2017
  35. Malandrino, Francesco; Chiasserini, Carla Fabiana, Quantifying and Minimizing the Impact of Disasters on Wireless Communications, in: CoNEXT Workshop on ICT Tools for Emergency Networks and DisastEr Relief (I-TENDER 2017), 2017
  36. Malandrino, Francesco; Chiasserini, Carla Fabiana; Kirkpatrick, Scott, Understanding the Present and Future of Cellular Networks through Crowdsourced Traces, in: IEEE WoWMoM 2017. IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks, 2017
  37. Einziger, Gil; Chiasserini, Carla Fabiana; Malandrino, Francesco, Effective Selection of Targeted Advertisements for Vehicular Users, in: Proceedings of The 19th ACM International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems (ACM MSWiM'16), 2016
  38. Malandrino, Francesco; Kirkpatrick, Scott; Chiasserini, Carla Fabiana, How close to the edge? Delay/utilization trends in MEC, in: ACM Cloud-Assisted Networking 2016 co-located with ACM CoNEXT 2016, 2016
  39. Malandrino, Francesco; Chiasserini, Carla Fabiana; Kirkpatrick, Scott, The Price of Fog: a Data-Driven Study on Caching Architectures in Vehicular Networks, in: ACM MobiHoc Workshop on Internet of Vehicles and Vehicles of Internet (IoV-VoI 2016), 2016
  40. Borgiattino, Carlo; Chiasserini, Carla Fabiana; Malandrino, Francesco; Sereno, M., Advertisement Delivery and Display in Vehicular Networks, in: Proceedings of 2015 IEEE 82nd Vehicular Technology Conference (VTC Fall), 2015
  41. Borgiattino, Carlo; Casetti, CLAUDIO ETTORE; Chiasserini, Carla Fabiana; Malandrino, F., Efficient Area Formation for LTE Broadcasting, in: Proceedings of IEEE International Conference on Sensing, Communication, and Networking (SECON) 2015, 2015
  42. Malandrino, Francesco; Casetti, CLAUDIO ETTORE; Chiasserini, Carla Fabiana; LIMANI FAZLIU, Zana, Fast Resource Scheduling in HetNets with D2D Support, in: IEEE INFOCOM 2014, 2014
  43. Malandrino, Francesco; Casetti, CLAUDIO ETTORE; Chiasserini, Carla Fabiana, Half a Mile, Half a World: Locality Patterns of International Calls in Milan, in: Proceedings of the European Conference on Networks and Communications, 2014
  44. Malandrino, Francesco; Casetti, CLAUDIO ETTORE; Chiasserini, Carla Fabiana, LTE Offloading: When 3GPP Policies Are Just Enough, in: 2014 11th Annual Conference on Wireless On-demand Network Systems and Services (WONS), 2014
  45. Malandrino, Francesco; Casetti, CLAUDIO ETTORE; Chiasserini, Carla Fabiana; Zhou, Siyuan, Real-Time Scheduling for Content Broadcasting in LTE, in: IEEE MASCOTS 2014, 2014
  46. Malandrino, Francesco; Casetti, CLAUDIO ETTORE; Chiasserini, Carla Fabiana; LIMANI FAZLIU, Zana, Uplink and Downlink Resource Allocation in D2D-Enabled Heterogeneous Networks, in: Proceedings of 2014 IEEE Wireless Communications and Networking Conference Workshops (WCNCW), 2014
  47. Malandrino, Francesco; Casetti, CLAUDIO ETTORE; Chiasserini, Carla Fabiana, A fix-and-relax model for heterogeneous LTE-based networks, in: Modeling, Analysis & Simulation of Computer and Telecommunication Systems (MASCOTS), 2013 IEEE 21st International Symposium on, 2013
  48. Malandrino, Francesco; Casetti, CLAUDIO ETTORE; Chiasserini, Carla Fabiana; Fiore, Marco; Yokoyama, R. S.; Borgiattino, Carlo, A-VIP: Anonymous Verification and Inference of Positions in Vehicular Networks, in: INFOCOM, 2013 Proceedings IEEE, 2013
  49. Malandrino, Francesco; Casetti, CLAUDIO ETTORE; Chiasserini, Carla Fabiana, The Role of ITS in Charging Opportunities for EVs, in: Intelligent Transportation Systems - (ITSC), 2013 16th International IEEE Conference on, 2013
  50. Malandrino, Francesco; Casetti, CLAUDIO ETTORE; Chiasserini, Carla Fabiana; Reineri, Massimo, Where to Get a Charged EV Battery: A Route to Follow as if It Were Your Own Advice, in: Wireless Vehicular Communications (WiVeC), 2013 IEEE 5th International Symposium on, 2013
  51. Malandrino, Francesco; Casetti, CLAUDIO ETTORE; Chiasserini, Carla Fabiana, A Game-Theoretic Approach to EV Driver Assistance Through ITS, in: 2012 IEEE 23rd International Symposium on Personal Indoor and Mobile Radio Communications (PIMRC), 2012
  52. Malandrino, Francesco; Casetti, CLAUDIO ETTORE; Chiasserini, Carla Fabiana; C., Sommer; F., Dressler, Content Downloading in Vehicular Networks: Bringing Parked Cars Into the Picture, in: 2012 IEEE 23rd International Symposium on Personal Indoor and Mobile Radio Communications (PIMRC), 2012
  53. Borgiattino, Carlo; Malandrino, Francesco; Casetti, CLAUDIO ETTORE; Chiasserini, Carla Fabiana, Modelling Realistic Vehicle Traffic Flows, in: 2012 IEEE 1st International Workshop on Vehicular Communications, Sensing, and Computing (VCSC), 2012
  54. Filippini, I.; Malandrino, Francesco; Dan, G.; Cesana, M.; Casetti, CLAUDIO ETTORE; Marsh, I., Non-cooperative RSU Deployment in Vehicular Networks, in: Wireless On-demand Network Systems and Services (WONS), 2012 9th Annual Conference on, 2012
  55. Malandrino, Francesco; Casetti, CLAUDIO ETTORE; Chiasserini, Carla Fabiana; Fiore, Marco, Offloading Cellular Networks through ITS Content Download, in: 2012 9th Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks (SECON), 2012
  56. Hess, A.; Malandrino, Francesco; Reinhardt, M.; Casetti, CLAUDIO ETTORE; Hummel, K.; Barcelo Ordinas, J., Optimal Deployment of Charging Stations for Electric Vehicular Networks, in: UrbaNe '12 Proceedings of the first workshop on Urban networking, 2012
  57. Malandrino, Francesco; Casetti, CLAUDIO ETTORE; Chiasserini, Carla Fabiana; Fiore, Marco, Content Downloading in Vehicular Networks: What Really Matters, in: IEEE INFOCOM 2011, 2011
  58. Malandrino, Francesco; Casetti, CLAUDIO ETTORE; Chiasserini, Carla Fabiana, A Game-theoretic Approach to Cooperative Content Discovery in Mobile Networks, in: IEEE INFOCOM Conference on Computer Communications Workshops, 2010
  59. Malandrino, Francesco; Casetti, CLAUDIO ETTORE; Chiasserini, Carla Fabiana, Content Discovery and Caching in Mobile Networks, in: IEEE PIMRC 2010. IEEE International Symposium on Personal, Indoor and Mobile Radio Communications., 2010
  60. Malandrino, Francesco; Casetti, CLAUDIO ETTORE; Chiasserini, Carla Fabiana, Discovery and Provision of Content in Mobile Networks with Infrastructure Support, in: IFIP Wireless Days (WD 2010), 2010
  61. Malandrino, Francesco; Casetti, CLAUDIO ETTORE; Chiasserini, Carla Fabiana, Pub/Sub Content Sharing for Mobile Networks, in: ACM MobiHoc 2009 ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2009