Alessio Sacco

63 papers A* 1A 2B 15C 4Misc 2Journal 29Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
AgriSmart: An IoT-enabled framework for agricultural resource optimization.
Comput. Commun.
Xu Tao, Jackson Butcher, Christian Cumini, Mounica Talasila, Montserrat Salmeron Cortasa, Alessio Sacco, Michael Popp, Guido Marchetto, Simone Silvestri
2026 J jnl
CROWN: Cross-attention reinforcement learning for O-RAN wireless networks.
Comput. Networks
Doriana Monaco, Alessio Sacco, Guido Marchetto
2026 J jnl
On Traffic Matrix Estimation via Super-Resolution and Federated Learning.
IEEE Trans. Netw. Serv. Manag.
Lorenzo Pappone, Alessio Sacco, Flavio Esposito
2026 J jnl
TCP-HAR: On-Device Transferable and Copyright-Preserving Human Activity Recognition.
Pervasive Mob. Comput.
Alessio Sacco, Bruno Palermo, Giulio Figliolino, Chiara Contoli, Guido Marchetto, Flavio Esposito
2025 J jnl
A Network Arena for Benchmarking AI Agents on Network Troubleshooting.
CoRR
Zhihao Wang, Alessandro Cornacchia, Alessio Sacco, Franco Galante, Marco Canini, Dingde Jiang
2025 — conf
A Perspective on LLM Data Generation with Few-shot Examples: from Intent to Kubernetes Manifest.
ACL (6)
Antonino Angi, Liubov Nedoshivina, Alessio Sacco, Stefano Braghin, Mark Purcell
2025 J jnl
A Survey on Intelligent Internet of Things: Applications, Security, Privacy, and Future Directions.
IEEE Commun. Surv. Tutorials
Ons Aouedi, Thai-Hoc Vu, Alessio Sacco, Dinh C. Nguyen, Kandaraj Piamrat, Guido Marchetto, Quoc-Viet Pham
2025 J jnl
ClearNET: Enhancing Transparency in Opaque Network Models Using Explainable AI (XAI) for Efficient Traffic Engineering.
IEEE Trans. Netw. Serv. Manag.
Cristian Zilli, Alessio Sacco, Flavio Esposito, Guido Marchetto
2025 J jnl
Dealing With Challenged IoT Networks in Hierarchical Federated Learning.
IEEE Internet Things J.
Alessio Sacco, Doriana Monaco, Guido Marchetto, Paolo Montuschi
2025 B conf
Enforcing Security Policies in the Application Layer and the Data Plane.
CNSM
Federico Rinaudi, Alessio Sacco, Guido Marchetto
2025 — conf
FertilizeSmart: Exploiting IoT and Differential Evolution for Optimizing Crop Fertilization.
WONS
Xu Tao, Christian Cumini, Alessio Sacco, Simone Silvestri, Montserrat Salmeron Cortasa, Guido Marchetto
2025 C conf
Flecto: Cross-Layer Adaptive Congestion Control with Reinforcement Learning.
HPSR
Cristiano Serra, Emilio Paolini, Roger Immich, Alessio Sacco, Guido Marchetto, Flavio Esposito
2025 J jnl
Guest Editors' Introduction: Special section on Research Advances Toward Effective and Sustainable Next Generation Networks.
IEEE Trans. Netw. Serv. Manag.
Alessio Sacco, Kohei Shiomoto, Mohamed Faten Zhani, Guido Marchetto, Shahid Mumtaz, Michael Welzl, Ramón J. Durán Barroso
2025 J jnl
LLNet: An Intent-Driven Approach to Instructing Softwarized Network Devices Using a Small Language Model.
IEEE Trans. Netw. Serv. Manag.
Antonino Angi, Alessio Sacco, Guido Marchetto
2025 — conf
MARS: Multi-Agent Deep Reinforcement Learning for Complex Environment Exploration.
CCNC
Francesco Gervino, Andrea Eirale, Marcello Chiaberge, Alessio Sacco, Guido Marchetto, Claudio Casetti
2025 Misc conf
Mutant: Learning Congestion Control from Existing Protocols via Online Reinforcement Learning.
NSDI
Lorenzo Pappone, Alessio Sacco, Flavio Esposito
2025 B conf
Optimizing Model Pruning in Decentralized Learning Networks with DFL-Trim.
NetSoft
Andrea Pinto, Alessandro Masci, Alessio Sacco, Guido Marchetto, Flavio Esposito
2025 B conf
PathSafe: Secure Path Verification in Software-Defined Networks.
NOMS
Doriana Monaco, Nikola Antonijevic, Sayon Duttagupta, Dave Singelée, Alessio Sacco, Eduard Marin, Bart Preneel
2025 A conf
Privacy Analysis of Oblivious DNS over HTTPS: a Website Fingerprinting Study.
DSN
Mohammad Amir Salari, Abhinav Kumar, Federico Rinaudi, Reza Tourani, Alessio Sacco, Flavio Esposito
2025 J jnl
Real-time latency prediction for cloud gaming applications.
Comput. Networks
Doriana Monaco, Alessio Sacco, Daniele Spina, Francesco Strada, Andrea Bottino, Tania Cerquitelli, Guido Marchetto
2025 — conf
RobinHood: Collaborative Burst Mitigation Through in-Network Packet Deflection.
ICC
Lorenzo Pantano, Cristian Zilli, Lorenzo Pappone, Alessio Sacco, Guido Marchetto, Flavio Esposito
2025 B conf
Scheduling Latency-Sensitive Tasks in the Cloud Continuum with Hierarchical Reinforcement Learning.
NOMS
Doriana Monaco, Alessio Sacco, Claudio Casetti, Guido Marchetto
2025 — conf
Towards a Playground to Democratize Experimentation and Benchmarking of AI Agents for Network Troubleshooting.
NGNO@MM
Zhihao Wang, Alessandro Cornacchia, Franco Galante, Carlo Centofanti, Alessio Sacco, Dingde Jiang
2025 J jnl
Towards a Playground to Democratize Experimentation and Benchmarking of AI Agents for Network Troubleshooting.
CoRR
Zhihao Wang, Alessandro Cornacchia, Franco Galante, Carlo Centofanti, Alessio Sacco, Dingde Jiang
2024 J jnl
A Survey on Intelligent Internet of Things: Applications, Security, Privacy, and Future Directions.
CoRR
Ons Aouedi, Thai-Hoc Vu, Alessio Sacco, Dinh C. Nguyen, Kandaraj Piamrat, Guido Marchetto, Quoc-Viet Pham
2024 J jnl
Delay-Aware Routing in Software-Defined Networks via Network Tomography and Reinforcement Learning.
IEEE Trans. Netw. Sci. Eng.
Xu Tao, Doriana Monaco, Alessio Sacco, Simone Silvestri, Guido Marchetto
2024 J jnl
Federated Learning for Human Activity Recognition: Overview, Advances, and Challenges.
IEEE Open J. Commun. Soc.
Ons Aouedi, Alessio Sacco, Latif U. Khan, Dinh C. Nguyen, Mohsen Guizani
2024 B conf
Inferring Visibility of Internet Traffic Matrices Using eXplainable AI.
NOMS
Cristian Zilli, Alessio Sacco, Doriana Monaco, Okwudilichukwu Okafor, Flavio Esposito, Guido Marchetto
2024 B conf
Latency-aware Scheduling in the Cloud-Edge Continuum.
NOMS
Cristopher Chiaro, Doriana Monaco, Alessio Sacco, Claudio Casetti, Guido Marchetto
2024 J jnl
Load Profiling via In-Band Flow Classification and P4 With Howdah.
IEEE Trans. Netw. Serv. Manag.
Antonino Angi, Alessio Sacco, Flavio Esposito, Guido Marchetto, Alexander Clemm
2024 J jnl
NAIL: A Network Management Architecture for Deploying Intent into Programmable Switches.
IEEE Commun. Mag.
Antonino Angi, Alessio Sacco, Flavio Esposito, Guido Marchetto, Alexander Clemm
2024 B conf
Recovering Missing Monitoring Data to Enhance Service Provisioning in the Edge-to-Cloud Continuum.
NetSoft
Gaetano Francesco Pittalà, Cristian Zilli, Nicola Di Cicco, Gianluca Davoli, Alessio Sacco
2024 B conf
ResCue: Inferring Fine-Grained Traffic Matrices via Distributed Deep Residual Networks.
CNSM
Lorenzo Pappone, Cristian Zilli, Alessio Sacco, Flavio Esposito
2024 B conf
Routing with ART: Adaptive Routing for P4 Switches With In-Network Decision Trees.
GLOBECOM
Antonino Angi, Alessio Sacco, Flavio Esposito, Guido Marchetto
2023 Misc conf
A Collaborative and Distributed Learning-Based Solution to Autonomously Plan Computer Networks.
ICIN
Doriana Monaco, Alessio Sacco, Enrico Alberti, Guido Marchetto, Flavio Esposito
2023 J jnl
Completing and Predicting Internet Traffic Matrices Using Adversarial Autoencoders and Hidden Markov Models.
IEEE Trans. Netw. Serv. Manag.
Alessio Sacco, Flavio Esposito, Guido Marchetto
2023 C conf
HINT: Supporting Congestion Control Decisions with P4-driven In-Band Network Telemetry.
HPSR
Alessio Sacco, Antonino Angi, Flavio Esposito, Guido Marchetto
2023 J jnl
Handling Privacy-Sensitive Medical Data With Federated Learning: Challenges and Future Directions.
IEEE J. Biomed. Health Informatics
Ons Aouedi, Alessio Sacco, Kandaraj Piamrat, Guido Marchetto
2023 — conf
Hide & Seek: Traffic Matrix Completion and Inference Using Hidden Information.
CCNC
Alessio Sacco, Flavio Esposito, Guido Marchetto
2023 J jnl
P4FL: An Architecture for Federating Learning With In-Network Processing.
IEEE Access
Alessio Sacco, Antonino Angi, Guido Marchetto, Flavio Esposito
2023 J jnl
Partially Oblivious Congestion Control for the Internet via Reinforcement Learning.
IEEE Trans. Netw. Serv. Manag.
Alessio Sacco, Matteo Flocco, Flavio Esposito, Guido Marchetto
2023 — conf
RLVNA: a Platform for Experimenting with Virtual Networks Adaptations over Public Testbeds.
MeditCom
Antonino Angi, Alessio Sacco, Enrico Alberti, Guido Marchetto, Flavio Esposito
2023 B conf
Towards Autonomous Computer Networks in Support of Critical Systems.
NOMS
Alessio Sacco, Guido Marchetto
2022 J jnl
A Self-Learning Strategy for Task Offloading in UAV Networks.
IEEE Trans. Veh. Technol.
Alessio Sacco, Flavio Esposito, Guido Marchetto, Paolo Montuschi
2022 B conf
Howdah: Load Profiling via In-Band Flow Classification and P4.
CNSM
Antonino Angi, Alessio Sacco, Flavio Esposito, Guido Marchetto, Alexander Clemm
2022 B conf
NLP4: An Architecture for Intent-Driven Data Plane Programmability.
NetSoft
Antonino Angi, Alessio Sacco, Flavio Esposito, Guido Marchetto, Alexander Clemm
2022 J jnl
Restoring Application Traffic of Latency-Sensitive Networked Systems Using Adversarial Autoencoders.
IEEE Trans. Netw. Serv. Manag.
Alessio Sacco, Flavio Esposito, Guido Marchetto
2021 B conf
EdgeEcho: An Architecture for Echocardiology at the Edge.
CNSM
Aman Khalid, Flavio Esposito, Alessio Sacco, Steven C. Smart
2021 C conf
On Control and Data Plane Programmability for Data-Driven Networking.
HPSR
Alessio Sacco, Flavio Esposito, Guido Marchetto
2021 A* conf
Owl: Congestion Control with Partially Invisible Networks via Reinforcement Learning.
INFOCOM
Alessio Sacco, Matteo Flocco, Flavio Esposito, Guido Marchetto
2021 J jnl
Resource Inference for Sustainable and Responsive Task Offloading in Challenged Edge Networks.
IEEE Trans. Green Commun. Netw.
Alessio Sacco, Flavio Esposito, Guido Marchetto
2021 J jnl
Supporting Sustainable Virtual Network Mutations With Mystique.
IEEE Trans. Netw. Serv. Manag.
Alessio Sacco, Matteo Flocco, Flavio Esposito, Guido Marchetto
2021 J jnl
Sustainable Task Offloading in UAV Networks via Multi-Agent Reinforcement Learning.
IEEE Trans. Veh. Technol.
Alessio Sacco, Flavio Esposito, Guido Marchetto, Paolo Montuschi
2020 B conf
A Federated Learning Approach to Routing in Challenged SDN-Enabled Edge Networks.
NetSoft
Alessio Sacco, Flavio Esposito, Guido Marchetto
2020 A conf
A distributed reinforcement learning approach for energy and congestion-aware edge networks.
CoNEXT
Alessio Sacco, Flavio Esposito, Guido Marchetto
2020 J jnl
An architecture for adaptive task planning in support of IoT-based machine learning applications for disaster scenarios.
Comput. Commun.
Alessio Sacco, Matteo Flocco, Flavio Esposito, Guido Marchetto
2020 J jnl
On Edge Computing for Remote Pathology Consultations and Computations.
IEEE J. Biomed. Health Informatics
Alessio Sacco, Flavio Esposito, Guido Marchetto, Grant Kolar, Kate Schwetye
2020 — conf
Resource Inference for Task Migration in Challenged Edge Networks with RITMO.
CloudNet
Alessio Sacco, Flavio Esposito, Guido Marchetto
2020 J jnl
RoPE: An Architecture for Adaptive Data-Driven Routing Prediction at the Edge.
IEEE Trans. Netw. Serv. Manag.
Alessio Sacco, Flavio Esposito, Guido Marchetto
2020 C conf
Work-in-Progress: A Formal Approach to Verify Fault Tolerance in Industrial Network Systems.
WFCS
Alessio Sacco, Guido Marchetto, Riccardo Sisto, Fulvio Valenza
2019 B conf
A Policy-Based Architecture for Container Migration in Software Defined Infrastructures.
NetSoft
Xu Tao, Flavio Esposito, Alessio Sacco, Guido Marchetto
2019 — conf
APRON: an Architecture for Adaptive Task Planning of Internet of Things in Challenged Edge Networks.
CloudNet
Agnese V. Ventrella, Flavio Esposito, Alessio Sacco, Matteo Flocco, Guido Marchetto, Srikanth Gururajan
2019 — conf
LiveMicro: An Edge Computing System for Collaborative Telepathology.
HotEdge
Alessio Sacco, Flavio Esposito, Princewill Okorie, Guido Marchetto