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Francesco Malandrino

polytechnic university of milan

28H-index
203Paper Count
2.3KCitation Count
Published Papers 48
Publication Date
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Characterizing the performance of classification models through conformal correlation matrices
errComputer Communications
IF4.3
err2025-12-04
err0
errOAAI
errAlessandro Perlo; Carla Fabiana Chiasserini; Gustavo De Veciana; Francesco Malandrino
errShare
errSave
XR Offloading Across Multiple Time Scales: The Roles of Power, Temperature, and Energy
errIEEE Networking Letters
IF0
err2025-12-01
err0
PREAI
errMalandrino, Francesco; Chukhno, Olga; Catania, Alessandro; Molinaro, Antonella; Chiasserini, Carla Fabiana
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errSave
Unraveling Urban Mobility: A Domain Knowledge-Free Trajectory Classification Using Gramian Angular Fields
errIEEE Transactions on Intelligent Transportation Systems
IF8.4
err2025-11-18
err0
PREAI
errGabriel O. Ferreira; Fabrizio Dabbene; Francesco Malandrino; Chiara Ravazzi
errShare
errSave
SHIELDED: A Network-Aware Approach for Secure and Trustworthy Federated Learning
errIEEE Network
IF6.3
err2025-11-01
err0
PREAI
errTalpini, Jacopo; Di Gennaro, Marco; Carminati, Michele; Savi, Marco; Malandrino, Francesco
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errSave
Achieving Machine Learning Dependability Through Model Switching and Compression
errIEEE Transactions on Mobile Computing
IF9.2
err2025-10-09
err0
PREAI
errFrancesco Malandrino; Giacomo Di Giuseppe; Marco Levorato; Carla Fabiana Chiasserini
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errSave
Human-centric decision-making in cell-less 6G networks
errComputer Networks
IF4.6
err2025-07-14
err0
errOAAI
errEmma Chiaramello; Carla Fabiana Chiasserini; Francesco Malandrino; Alessandro Nordio; Marta Parazzini; Alvaro Valcarce
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errSave
Combining Relevance and Magnitude for Resource-Saving DNN Pruning
errIEEE Network
IF6.3
err2025-04-01
err0
PREAI
errCarla Fabiana Chiasserini; Francesco Malandrino; Nuria Molner; Zhao Zhiqiang
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errSave
Distributing Inference Tasks Over Interconnected Systems Through Dynamic DNNs
errIEEE Transactions on Networking
IF0
err2025-01-01
err0
PREAI
errChetna Singhal; Yashuo Wu; Francesco Malandrino; Marco Levorato; Carla Fabiana Chiasserini
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errSave
Morphable Networks for Cross-Layer and Cross-Domain Programmability: A Novel Network Paradigm
errIEEE VEHICULAR TECHNOLOGY MAGAZINE
IF7.2
err2024-09-01
err0
PREAI
errChiasserini, Carla Fabiana; Bizzarri, Simone; Costa, Cristinaemilia; Davoli, Gianluca; Llorca, Jaime; Lucrezia, Vincenzo Luciano; Malandrino, Francesco; Miano, Sebastiano; Molinaro, Antonella; Palazzo, Sergio; Risso, Fulvio; Ronzani, Daniele; Salsano, Stefano; Verticale, Giacomo
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errSave
Tuning DNN Model Compression to Resource and Data Availability in Cooperative Training
errIEEE-ACM TRANSACTIONS ON NETWORKING
IF3.6
err2024-04-01
err1
errOAAI
errMalandrino, Francesco; di Giacomo, Giuseppe; Karamzade, Armin; Levorato, Marco; Chiasserini, Carla Fabiana
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errSave
Efficient Distributed DNNs in the Mobile-Edge-Cloud Continuum
errIEEE-ACM TRANSACTIONS ON NETWORKING
IF3.6
err2023-08-01
err5
errOAAI
errMalandrino, Francesco; Chiasserini, Carla Fabiana; di Giacomo, Giuseppe
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errSave
Virtual Service Embedding With Time-Varying Load and Provable Guarantees
errIEEE TRANSACTIONS ON CLOUD COMPUTING
IF5
err2023-07-01
err0
errOAAI
errEinziger, Gil; Scalosub, Gabriel; Chiasserini, Carla Fabiana; Malandrino, Francesco
errShare
errSave
Choose, Not Hoard: Information-to-Model Matching for Artificial Intelligence in O-RAN
errIEEE COMMUNICATIONS MAGAZINE
IF8.2
err2023-04-01
err0
errOAAI
errMartin-Perez, Jorge; Molner, Nuria; Malandrino, Francesco; Bernardos, Carlos Jesus; de la Oliva, Antonio; Gomez-Barquero, David
errShare
errSave
Network Support for High-Performance Distributed Machine Learning
errIEEE-ACM TRANSACTIONS ON NETWORKING
IF3.6
err2023-02-01
err7
errOAAI
errMalandrino, Francesco; Chiasserini, Carla Fabiana; Molner, Nuria; de la Oliva, Antonio
errShare
errSave
Edge-Powered Assisted Driving For Connected Cars
errIEEE TRANSACTIONS ON MOBILE COMPUTING
IF9.2
err2023-02-01
err4
errOAAI
errMalandrino, Francesco; Chiasserini, Carla Fabiana; Dell'Aera, Gian Michele
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errSave
A Belief Propagation Solution for Beam Coordination in mmWave Vehicular Networks
errIEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS
IF10.7
err2022-12-01
err2
errOAAI
errFazliu, Zana Limani; Malandrino, Francesco; Chiasserini, Carla Fabiana; Nordio, Alessandro
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errSave
Optimization of IRS-Aided Sub-THz Communications Under Practical Design Constraints
errIEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS
IF10.7
err2022-12-01
err4
errOAAI
errTarable, Alberto; Malandrino, Francesco; Dossi, Laura; Nebuloni, Roberto; Virone, Giuseppe; Nordio, Alessandro
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errSave
V-Edge: Virtual Edge Computing as an Enabler for Novel Microservices and Cooperative Computing
errIEEE NETWORK
IF6.3
err2022-05-01
err16
errOAAI
errDressler, Falko; Chiasserini, Carla Fabiana; Fitzek, Frank H. P.; Karl, Holger; Cigno, Renato Lo; Capone, Antonio; Casetti, Claudio; Malandrino, Francesco; Mancuso, Vincenzo; Klingler, Florian; Rizzo, Gianluca
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errSave
KPI Guarantees in Network Slicing
errIEEE-ACM TRANSACTIONS ON NETWORKING
IF3.6
err2022-04-01
err9
PREAI
errMartin-Perez, Jorge; Malandrino, Francesco; Chiasserini, Carla Fabiana; Groshev, Milan; Bernardos, Carlos J.
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errSave
Toward Node Liability in Federated Learning: Computational Cost and Network Overhead
errIEEE COMMUNICATIONS MAGAZINE
IF8.2
err2021-09-01
err2
PREAI
errMalandrino, Francesco; Chiasserini, Carla Fabiana
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errSave

Research Directions

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Co-authors
Cooperation Journals
F
Falko Dressler
H-index: 54 · Papers: 683
C
Carla Fabiana Chiasserini
H-index: 52 · Papers: 661
A
Antonella Molinaro
H-index: 51 · Papers: 479
S
Scott Kirkpatrick
H-index: 49 · Papers: 170
A
Amr Mohamed
H-index: 44 · Papers: 490
View more