Alessio Sacco

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 36

Top Topics

Congestion Control

Computer Networks

Hidden Information

Reinforcement Learning

Top Venues

IEEE Trans. Netw. Serv. Manag.

IEEE J. Biomed. Health Informatics

Publications

Gaetano Francesco Pittalà, Cristian Zilli, Nicola Di Cicco, Gianluca Davoli, Alessio Sacco
Recovering Missing Monitoring Data to Enhance Service Provisioning in the Edge-to-Cloud Continuum. NetSoft (2024)
Antonino Angi, Alessio Sacco, Flavio Esposito, Guido Marchetto, Alexander Clemm
Load Profiling via In-Band Flow Classification and P4 With Howdah. IEEE Trans. Netw. Serv. Manag. 21 (1) (2024)
Cristopher Chiaro, Doriana Monaco, Alessio Sacco, Claudio Casetti, Guido Marchetto
Latency-aware Scheduling in the Cloud-Edge Continuum. NOMS (2024)
Xu Tao, Doriana Monaco, Alessio Sacco, Simone Silvestri, Guido Marchetto
Delay-Aware Routing in Software-Defined Networks via Network Tomography and Reinforcement Learning. IEEE Trans. Netw. Sci. Eng. 11 (4) (2024)
Cristian Zilli, Alessio Sacco, Doriana Monaco, Okwudilichukwu Okafor, Flavio Esposito, Guido Marchetto
Inferring Visibility of Internet Traffic Matrices Using eXplainable AI. NOMS (2024)
Antonino Angi, Alessio Sacco, Flavio Esposito, Guido Marchetto, Alexander Clemm
NAIL: A Network Management Architecture for Deploying Intent into Programmable Switches. IEEE Commun. Mag. 62 (6) (2024)
Ons Aouedi, Thai-Hoc Vu, Alessio Sacco, Dinh C. Nguyen, Kandaraj Piamrat, Guido Marchetto, Quoc-Viet Pham
A Survey on Intelligent Internet of Things: Applications, Security, Privacy, and Future Directions. CoRR (2024)
Alessio Sacco, Antonino Angi, Guido Marchetto, Flavio Esposito
P4FL: An Architecture for Federating Learning With In-Network Processing. IEEE Access 11 (2023)
Alessio Sacco, Matteo Flocco, Flavio Esposito, Guido Marchetto
Partially Oblivious Congestion Control for the Internet via Reinforcement Learning. IEEE Trans. Netw. Serv. Manag. 20 (2) (2023)
Alessio Sacco, Antonino Angi, Flavio Esposito, Guido Marchetto
HINT: Supporting Congestion Control Decisions with P4-driven In-Band Network Telemetry. HPSR (2023)
Alessio Sacco, Flavio Esposito, Guido Marchetto
Hide & Seek: Traffic Matrix Completion and Inference Using Hidden Information. CCNC (2023)
Alessio Sacco, Guido Marchetto
Towards Autonomous Computer Networks in Support of Critical Systems. NOMS (2023)
Alessio Sacco, Flavio Esposito, Guido Marchetto
Completing and Predicting Internet Traffic Matrices Using Adversarial Autoencoders and Hidden Markov Models. IEEE Trans. Netw. Serv. Manag. 20 (3) (2023)
Antonino Angi, Alessio Sacco, Enrico Alberti, Guido Marchetto, Flavio Esposito
RLVNA: a Platform for Experimenting with Virtual Networks Adaptations over Public Testbeds. MeditCom (2023)
Doriana Monaco, Alessio Sacco, Enrico Alberti, Guido Marchetto, Flavio Esposito
A Collaborative and Distributed Learning-Based Solution to Autonomously Plan Computer Networks. ICIN (2023)
Ons Aouedi, Alessio Sacco, Kandaraj Piamrat, Guido Marchetto
Handling Privacy-Sensitive Medical Data With Federated Learning: Challenges and Future Directions. IEEE J. Biomed. Health Informatics 27 (2) (2023)
Alessio Sacco, Flavio Esposito, Guido Marchetto, Paolo Montuschi
A Self-Learning Strategy for Task Offloading in UAV Networks. IEEE Trans. Veh. Technol. 71 (4) (2022)
Alessio Sacco, Flavio Esposito, Guido Marchetto
Restoring Application Traffic of Latency-Sensitive Networked Systems Using Adversarial Autoencoders. IEEE Trans. Netw. Serv. Manag. 19 (3) (2022)
Antonino Angi, Alessio Sacco, Flavio Esposito, Guido Marchetto, Alexander Clemm
NLP4: An Architecture for Intent-Driven Data Plane Programmability. NetSoft (2022)
Antonino Angi, Alessio Sacco, Flavio Esposito, Guido Marchetto, Alexander Clemm
Howdah: Load Profiling via In-Band Flow Classification and P4. CNSM (2022)
Alessio Sacco, Matteo Flocco, Flavio Esposito, Guido Marchetto
Owl: Congestion Control with Partially Invisible Networks via Reinforcement Learning. INFOCOM (2021)
Alessio Sacco, Flavio Esposito, Guido Marchetto, Paolo Montuschi
Sustainable Task Offloading in UAV Networks via Multi-Agent Reinforcement Learning. IEEE Trans. Veh. Technol. 70 (5) (2021)
Alessio Sacco, Flavio Esposito, Guido Marchetto
On Control and Data Plane Programmability for Data-Driven Networking. HPSR (2021)
Alessio Sacco, Flavio Esposito, Guido Marchetto
Resource Inference for Sustainable and Responsive Task Offloading in Challenged Edge Networks. IEEE Trans. Green Commun. Netw. 5 (3) (2021)
Alessio Sacco, Matteo Flocco, Flavio Esposito, Guido Marchetto
Supporting Sustainable Virtual Network Mutations With Mystique. IEEE Trans. Netw. Serv. Manag. 18 (3) (2021)
Aman Khalid, Flavio Esposito, Alessio Sacco, Steven C. Smart
EdgeEcho: An Architecture for Echocardiology at the Edge. CNSM (2021)
Alessio Sacco, Flavio Esposito, Guido Marchetto
A Federated Learning Approach to Routing in Challenged SDN-Enabled Edge Networks. NetSoft (2020)
Alessio Sacco, Flavio Esposito, Guido Marchetto
A distributed reinforcement learning approach for energy and congestion-aware edge networks. CoNEXT (2020)
Alessio Sacco, Flavio Esposito, Guido Marchetto
Resource Inference for Task Migration in Challenged Edge Networks with RITMO. CloudNet (2020)
Alessio Sacco, Guido Marchetto, Riccardo Sisto, Fulvio Valenza
Work-in-Progress: A Formal Approach to Verify Fault Tolerance in Industrial Network Systems. WFCS (2020)
Alessio Sacco, Flavio Esposito, Guido Marchetto, Grant Kolar, Kate Schwetye
On Edge Computing for Remote Pathology Consultations and Computations. IEEE J. Biomed. Health Informatics 24 (9) (2020)
Alessio Sacco, Matteo Flocco, Flavio Esposito, Guido Marchetto
An architecture for adaptive task planning in support of IoT-based machine learning applications for disaster scenarios. Comput. Commun. 160 (2020)
Alessio Sacco, Flavio Esposito, Guido Marchetto
RoPE: An Architecture for Adaptive Data-Driven Routing Prediction at the Edge. IEEE Trans. Netw. Serv. Manag. 17 (2) (2020)
Xu Tao, Flavio Esposito, Alessio Sacco, Guido Marchetto
A Policy-Based Architecture for Container Migration in Software Defined Infrastructures. NetSoft (2019)
Agnese V. Ventrella, Flavio Esposito, Alessio Sacco, Matteo Flocco, Guido Marchetto, Srikanth Gururajan
APRON: an Architecture for Adaptive Task Planning of Internet of Things in Challenged Edge Networks. CloudNet (2019)
Alessio Sacco, Flavio Esposito, Princewill Okorie, Guido Marchetto
LiveMicro: An Edge Computing System for Collaborative Telepathology. HotEdge (2019)