APRON: an Architecture for Adaptive Task Planning of Internet of Things in Challenged Edge Networks. - Agnese V. Ventrella; Flavio Esposito; Alessio Sacco; Matteo Flocco; Guido Marchetto; Srikanth Gururajan (CloudNet, 2019)

LiveMicro: An Edge Computing System for Collaborative Telepathology. - Alessio Sacco; Flavio Esposito; Princewill Okorie; Guido Marchetto (HotEdge, 2019)

A Policy-Based Architecture for Container Migration in Software Defined Infrastructures. - Xu Tao; Flavio Esposito; Alessio Sacco; Guido Marchetto (NetSoft, 2019)

Resource Inference for Task Migration in Challenged Edge Networks with RITMO. - Alessio Sacco; Flavio Esposito; Guido Marchetto (CloudNet, 2020)

A distributed reinforcement learning approach for energy and congestion-aware edge networks. - Alessio Sacco; Flavio Esposito; Guido Marchetto (CoNEXT, 2020)

A Federated Learning Approach to Routing in Challenged SDN-Enabled Edge Networks. - Alessio Sacco; Flavio Esposito; Guido Marchetto (NetSoft, 2020)

Work-in-Progress: A Formal Approach to Verify Fault Tolerance in Industrial Network Systems. - Alessio Sacco; Guido Marchetto; Riccardo Sisto; Fulvio Valenza (WFCS, 2020)

An architecture for adaptive task planning in support of IoT-based machine learning applications for disaster scenarios. - Alessio Sacco; Matteo Flocco; Flavio Esposito; Guido Marchetto (Comput. Commun., 2020)

On Edge Computing for Remote Pathology Consultations and Computations. - Alessio Sacco; Flavio Esposito; Guido Marchetto; Grant Kolar; Kate Schwetye (IEEE J. Biomed. Health Informatics, 2020)

RoPE: An Architecture for Adaptive Data-Driven Routing Prediction at the Edge. - Alessio Sacco; Flavio Esposito; Guido Marchetto (IEEE Trans. Netw. Serv. Manag., 2020)

EdgeEcho: An Architecture for Echocardiology at the Edge. - Aman Khalid; Flavio Esposito; Alessio Sacco; Steven C. Smart (CNSM, 2021)

On Control and Data Plane Programmability for Data-Driven Networking. - Alessio Sacco; Flavio Esposito; Guido Marchetto (HPSR, 2021)

Owl: Congestion Control with Partially Invisible Networks via Reinforcement Learning. - Alessio Sacco; Matteo Flocco; Flavio Esposito; Guido Marchetto (INFOCOM, 2021)

Resource Inference for Sustainable and Responsive Task Offloading in Challenged Edge Networks. - Alessio Sacco; Flavio Esposito; Guido Marchetto (IEEE Trans. Green Commun. Netw., 2021)

Supporting Sustainable Virtual Network Mutations With Mystique. - Alessio Sacco; Matteo Flocco; Flavio Esposito; Guido Marchetto (IEEE Trans. Netw. Serv. Manag., 2021)

Sustainable Task Offloading in UAV Networks via Multi-Agent Reinforcement Learning. - Alessio Sacco; Flavio Esposito; Guido Marchetto; Paolo Montuschi (IEEE Trans. Veh. Technol., 2021)

Howdah: Load Profiling via In-Band Flow Classification and P4. - Antonino Angi; Alessio Sacco; Flavio Esposito; Guido Marchetto; Alexander Clemm (CNSM, 2022)

NLP4: An Architecture for Intent-Driven Data Plane Programmability. - Antonino Angi; Alessio Sacco; Flavio Esposito; Guido Marchetto; Alexander Clemm (NetSoft, 2022)

Restoring Application Traffic of Latency-Sensitive Networked Systems Using Adversarial Autoencoders. - Alessio Sacco; Flavio Esposito; Guido Marchetto (IEEE Trans. Netw. Serv. Manag., 2022)

A Self-Learning Strategy for Task Offloading in UAV Networks. - Alessio Sacco; Flavio Esposito; Guido Marchetto; Paolo Montuschi (IEEE Trans. Veh. Technol., 2022)

Hide & Seek: Traffic Matrix Completion and Inference Using Hidden Information. - Alessio Sacco; Flavio Esposito; Guido Marchetto (CCNC, 2023)

HINT: Supporting Congestion Control Decisions with P4-driven In-Band Network Telemetry. - Alessio Sacco; Antonino Angi; Flavio Esposito; Guido Marchetto (HPSR, 2023)

A Collaborative and Distributed Learning-Based Solution to Autonomously Plan Computer Networks. - Doriana Monaco; Alessio Sacco; Enrico Alberti; Guido Marchetto; Flavio Esposito (ICIN, 2023)

RLVNA: a Platform for Experimenting with Virtual Networks Adaptations over Public Testbeds. - Antonino Angi; Alessio Sacco; Enrico Alberti; Guido Marchetto; Flavio Esposito (MeditCom, 2023)

Towards Autonomous Computer Networks in Support of Critical Systems. - Alessio Sacco; Guido Marchetto (NOMS, 2023)

P4FL: An Architecture for Federating Learning With In-Network Processing. - Alessio Sacco; Antonino Angi; Guido Marchetto; Flavio Esposito (IEEE Access, 2023)

Handling Privacy-Sensitive Medical Data With Federated Learning: Challenges and Future Directions. - Ons Aouedi; Alessio Sacco; Kandaraj Piamrat; Guido Marchetto (IEEE J. Biomed. Health Informatics, 2023)

Partially Oblivious Congestion Control for the Internet via Reinforcement Learning. - Alessio Sacco; Matteo Flocco; Flavio Esposito; Guido Marchetto (IEEE Trans. Netw. Serv. Manag., 2023)

Completing and Predicting Internet Traffic Matrices Using Adversarial Autoencoders and Hidden Markov Models. - Alessio Sacco; Flavio Esposito; Guido Marchetto (IEEE Trans. Netw. Serv. Manag., 2023)

ResCue: Inferring Fine-Grained Traffic Matrices via Distributed Deep Residual Networks. - Lorenzo Pappone; Cristian Zilli; Alessio Sacco; Flavio Esposito (CNSM, 2024)

Routing with ART: Adaptive Routing for P4 Switches With In-Network Decision Trees. - Antonino Angi; Alessio Sacco; Flavio Esposito; Guido Marchetto (GLOBECOM, 2024)

Recovering Missing Monitoring Data to Enhance Service Provisioning in the Edge-to-Cloud Continuum. - Gaetano Francesco Pittalà; Cristian Zilli; Nicola Di Cicco; Gianluca Davoli; Alessio Sacco (NetSoft, 2024)

Latency-aware Scheduling in the Cloud-Edge Continuum. - Cristopher Chiaro; Doriana Monaco; Alessio Sacco; Claudio Casetti; Guido Marchetto (NOMS, 2024)

Inferring Visibility of Internet Traffic Matrices Using eXplainable AI. - Cristian Zilli; Alessio Sacco; Doriana Monaco; Okwudilichukwu Okafor; Flavio Esposito; Guido Marchetto (NOMS, 2024)

Federated Learning for Human Activity Recognition: Overview, Advances, and Challenges. - Ons Aouedi; Alessio Sacco; Latif U. Khan; Dinh C. Nguyen; Mohsen Guizani (IEEE Open J. Commun. Soc., 2024)

Delay-Aware Routing in Software-Defined Networks via Network Tomography and Reinforcement Learning. - Xu Tao; Doriana Monaco; Alessio Sacco; Simone Silvestri; Guido Marchetto (IEEE Trans. Netw. Sci. Eng., 2024)

Load Profiling via In-Band Flow Classification and P4 With Howdah. - Antonino Angi; Alessio Sacco; Flavio Esposito; Guido Marchetto; Alexander Clemm (IEEE Trans. Netw. Serv. Manag., 2024)

NAIL: A Network Management Architecture for Deploying Intent into Programmable Switches. - Antonino Angi; Alessio Sacco; Flavio Esposito; Guido Marchetto; Alexander Clemm (IEEE Commun. Mag., 2024)

MARS: Multi-Agent Deep Reinforcement Learning for Complex Environment Exploration. - Francesco Gervino; Andrea Eirale; Marcello Chiaberge; Alessio Sacco; Guido Marchetto; Claudio Casetti (CCNC, 2025)

Privacy Analysis of Oblivious DNS over HTTPS: a Website Fingerprinting Study. - Mohammad Amir Salari; Abhinav Kumar; Federico Rinaudi; Reza Tourani; Alessio Sacco; Flavio Esposito (DSN, 2025)

Flecto: Cross-Layer Adaptive Congestion Control with Reinforcement Learning. - Cristiano Serra; Emilio Paolini; Roger Immich; Alessio Sacco; Guido Marchetto; Flavio Esposito (HPSR, 2025)

Optimizing Model Pruning in Decentralized Learning Networks with DFL-Trim. - Andrea Pinto; Alessandro Masci 003; Alessio Sacco; Guido Marchetto; Flavio Esposito (NetSoft, 2025)

PathSafe: Secure Path Verification in Software-Defined Networks. - Doriana Monaco; Nikola Antonijevic; Sayon Duttagupta; Dave Singelée; Alessio Sacco; Eduard Marin; Bart Preneel (NOMS, 2025)

Scheduling Latency-Sensitive Tasks in the Cloud Continuum with Hierarchical Reinforcement Learning. - Doriana Monaco; Alessio Sacco; Claudio Casetti; Guido Marchetto (NOMS, 2025)

Mutant: Learning Congestion Control from Existing Protocols via Online Reinforcement Learning. - Lorenzo Pappone; Alessio Sacco; Flavio Esposito (NSDI, 2025)

FertilizeSmart: Exploiting IoT and Differential Evolution for Optimizing Crop Fertilization. - Xu Tao; Christian Cumini; Alessio Sacco; Simone Silvestri; Montserrat Salmeron Cortasa; Guido Marchetto (WONS, 2025)

Real-time latency prediction for cloud gaming applications. - Doriana Monaco; Alessio Sacco; Daniele Spina; Francesco Strada; Andrea Bottino; Tania Cerquitelli; Guido Marchetto (Comput. Networks, 2025)

A Survey on Intelligent Internet of Things: Applications, Security, Privacy, and Future Directions. - Ons Aouedi; Thai-Hoc Vu; Alessio Sacco; Dinh C. Nguyen; Kandaraj Piamrat; Guido Marchetto; Quoc-Viet Pham (IEEE Commun. Surv. Tutorials, 2025)

Towards a Playground to Democratize Experimentation and Benchmarking of AI Agents for Network Troubleshooting. - Zhihao Wang; Alessandro Cornacchia; Franco Galante; Carlo Centofanti; Alessio Sacco; Dingde Jiang (CoRR, 2025)

LLNet: An Intent-Driven Approach to Instructing Softwarized Network Devices Using a Small Language Model. - Antonino Angi; Alessio Sacco; Guido Marchetto (IEEE Trans. Netw. Serv. Manag., 2025)

ClearNET: Enhancing Transparency in Opaque Network Models Using Explainable AI (XAI) for Efficient Traffic Engineering. - Cristian Zilli; Alessio Sacco; Flavio Esposito; Guido Marchetto (IEEE Trans. Netw. Serv. Manag., 2025)