MALANDRINO, FRANCESCO
MALANDRINO, FRANCESCO
Istituto di Elettronica e di Ingegneria dell'Informazione e delle Telecomunicazioni - IEIIT
Matching DNN Compression and Cooperative Training with Resources and Data Availability
2023 Malandrino, Francesco; Di Giacom, Giuseppe; Karamzad, Armin; Levorato, Marco; Chiasserini, CARLA FABIANA
Tuning DNN Model Compression to Resource and Data Availability in Cooperative Training
2023 Malandrino, Francesco; Di Giacomo, Giuseppe; Karamzade, Armin; Levorato, Marco; Chiasserini, CARLA FABIANA
Unexpectedly Useful: Convergence Bounds And Real-World Distributed Learning
2023 Malandrino, Francesco; Chiasserini, CARLA FABIANA
A Belief Propagation Solution for Beam Coordination in MmWave Vehicular Networks
2022 Limani Fazliu, Zana; Malandrino, Francesco; Chiasserini, CARLA FABIANA; Nordio, Alessandro
Choose, not Hoard: Information-to-Model Matching for Artificial Intelligence in O-RAN
2022 Martínpérez, Jorge; Molner, Nuria; Malandrino, Francesco; Jesús Bernardos, Carlos; de la Oliva, Antonio; Gomezbarquero, David
Efficient Distributed DNNs in the Mobile-edge-cloud Continuum
2022 Francesco Malandrino; Carla Fabiana Chiasserini; Giuseppe Di Giacomo
Energy-efficient Training of Distributed DNNs in the Mobile-edge-cloud Continuum
2022 Francesco Malandrino; Carla Fabiana Chiasserini; Giuseppe Di Giacomo
Flexible Parallel Learning in Edge Scenarios: Communication, Computational and Energy Cost
2022 Malandrino, Francesco; Chiasserini, CARLA FABIANA
Network Support for High-performance Distributed Machine Learning
2022 Malandrino, Francesco; Chiasserini, CARLA FABIANA; Molner, Nuria; De La Oliva, Antonio
Optimization of IRS-aided Sub-THz Communications under practical design constraints
2022 Tarable, Alberto; Malandrino, Francesco; Dossi, Laura; Nebuloni, Roberto; Virone, Giuseppe; Nordio, Alessandro
Signal Bandwidth and Reflection Angle of Intelligent Reflective Surfaces
2022 G. Virone; A. Nordio; A. Tarable; L. Dossi; R. Nebuloni; F. Malandrino;
V-Edge: Virtual Edge Computing as an Enabler for Novel Microservices and Cooperative Computing
2022 Dressler, Falko; Chiasserini, CARLA FABIANA; HP Fitzek, Frank; Karl, Holger; Lo Cigno, Renato; Capone, Antonio; Casetti, Claudio; Malandrino, Francesco; Mancuso, Vincenzo; Klingler, Florian; Rizzo, Gianluca
Virtual Service Embedding with Time-Varying Load and Provable Guarantees
2022 Einziger, Gil; Saclosub, Gabriel; Chiasserini, CARLA FABIANA; Malandrino, Francesco
Active Learning with Noisy Labelers for Improving Classification Accuracy of Connected Vehicles
2021 Awad Abdellatif, Alaa; Chiasserini, CARLA FABIANA; Malandrino, Francesco; Mohamed, Amr; Erbad, Aiman
Dynamic VNF Placement, Resource Allocation and Traffic Routing in 5G
2021 Golkarifard, Morteza; Chiasserini, CARLA FABIANA; Malandrino, Francesco; Movaghar, Ali
Eavesdropping with Intelligent Reflective Surfaces: Threats and Defense Strategies
2021 Malandrino, Francesco; Nordio, Alessandro; Chiasserini, CARLA FABIANA
Edge-powered Assisted Driving For Connected Cars
2021 Malandrino, Francesco; Chiasserini, CARLA FABIANA; Michele dell'Aera, Gian
Federated Learning at the Network Edge: When Not All Nodes are Created Equal
2021 Malandrino, Francesco; Chiasserini, CARLA FABIANA
KPI Guarantees in Network Slicing
2021 Jorge Martin Perez; Francesco Malandrino; Carla Fabiana Chiasserini; Milan Groshev; Carlos Bernardos
Towards Node Liability in Federated Learning: Computational Cost and Network Overhead
2021 Francesco Malandrino; Carla Fabiana Chiasserini
Titolo | Data di pubblicazione | Autore(i) | File |
---|---|---|---|
Matching DNN Compression and Cooperative Training with Resources and Data Availability | 1-gen-2023 | Malandrino, Francesco; Di Giacom, Giuseppe; Karamzad, Armin; Levorato, Marco; Chiasserini, CARLA FABIANA | |
Tuning DNN Model Compression to Resource and Data Availability in Cooperative Training | 1-gen-2023 | Malandrino, Francesco; Di Giacomo, Giuseppe; Karamzade, Armin; Levorato, Marco; Chiasserini, CARLA FABIANA | |
Unexpectedly Useful: Convergence Bounds And Real-World Distributed Learning | 1-gen-2023 | Malandrino, Francesco; Chiasserini, CARLA FABIANA | |
A Belief Propagation Solution for Beam Coordination in MmWave Vehicular Networks | 1-gen-2022 | Limani Fazliu, Zana; Malandrino, Francesco; Chiasserini, CARLA FABIANA; Nordio, Alessandro | |
Choose, not Hoard: Information-to-Model Matching for Artificial Intelligence in O-RAN | 1-gen-2022 | Martínpérez, Jorge; Molner, Nuria; Malandrino, Francesco; Jesús Bernardos, Carlos; de la Oliva, Antonio; Gomezbarquero, David | |
Efficient Distributed DNNs in the Mobile-edge-cloud Continuum | 1-gen-2022 | Francesco Malandrino; Carla Fabiana Chiasserini; Giuseppe Di Giacomo | |
Energy-efficient Training of Distributed DNNs in the Mobile-edge-cloud Continuum | 1-gen-2022 | Francesco Malandrino; Carla Fabiana Chiasserini; Giuseppe Di Giacomo | |
Flexible Parallel Learning in Edge Scenarios: Communication, Computational and Energy Cost | 1-gen-2022 | Malandrino, Francesco; Chiasserini, CARLA FABIANA | |
Network Support for High-performance Distributed Machine Learning | 1-gen-2022 | Malandrino, Francesco; Chiasserini, CARLA FABIANA; Molner, Nuria; De La Oliva, Antonio | |
Optimization of IRS-aided Sub-THz Communications under practical design constraints | 1-gen-2022 | Tarable, Alberto; Malandrino, Francesco; Dossi, Laura; Nebuloni, Roberto; Virone, Giuseppe; Nordio, Alessandro | |
Signal Bandwidth and Reflection Angle of Intelligent Reflective Surfaces | 1-gen-2022 | G. Virone; A. Nordio; A. Tarable; L. Dossi; R. Nebuloni; F. Malandrino; | |
V-Edge: Virtual Edge Computing as an Enabler for Novel Microservices and Cooperative Computing | 1-gen-2022 | Dressler, Falko; Chiasserini, CARLA FABIANA; HP Fitzek, Frank; Karl, Holger; Lo Cigno, Renato; Capone, Antonio; Casetti, Claudio; Malandrino, Francesco; Mancuso, Vincenzo; Klingler, Florian; Rizzo, Gianluca | |
Virtual Service Embedding with Time-Varying Load and Provable Guarantees | 1-gen-2022 | Einziger, Gil; Saclosub, Gabriel; Chiasserini, CARLA FABIANA; Malandrino, Francesco | |
Active Learning with Noisy Labelers for Improving Classification Accuracy of Connected Vehicles | 1-gen-2021 | Awad Abdellatif, Alaa; Chiasserini, CARLA FABIANA; Malandrino, Francesco; Mohamed, Amr; Erbad, Aiman | |
Dynamic VNF Placement, Resource Allocation and Traffic Routing in 5G | 1-gen-2021 | Golkarifard, Morteza; Chiasserini, CARLA FABIANA; Malandrino, Francesco; Movaghar, Ali | |
Eavesdropping with Intelligent Reflective Surfaces: Threats and Defense Strategies | 1-gen-2021 | Malandrino, Francesco; Nordio, Alessandro; Chiasserini, CARLA FABIANA | |
Edge-powered Assisted Driving For Connected Cars | 1-gen-2021 | Malandrino, Francesco; Chiasserini, CARLA FABIANA; Michele dell'Aera, Gian | |
Federated Learning at the Network Edge: When Not All Nodes are Created Equal | 1-gen-2021 | Malandrino, Francesco; Chiasserini, CARLA FABIANA | |
KPI Guarantees in Network Slicing | 1-gen-2021 | Jorge Martin Perez; Francesco Malandrino; Carla Fabiana Chiasserini; Milan Groshev; Carlos Bernardos | |
Towards Node Liability in Federated Learning: Computational Cost and Network Overhead | 1-gen-2021 | Francesco Malandrino; Carla Fabiana Chiasserini |