Guido Marchetto

Polytechnic University of Turin — Italy

Computer Science · Physical Sciences

21h-index1.5kcitations134works8.12yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Software-Defined Networks and 5G(61), Advanced Optical Network Technologies(25), Network Traffic and Congestion Control(20), Network Security and Intrusion Detection(20), IoT and Edge/Fog Computing(17)

Publications134 total

TCP-HAR: On-Device Transferable and Copyright-Preserving Human Activity Recognition
Pervasive and Mobile Computing·2026Open Access
AgriSmart: An IoT-enabled framework for agricultural resource optimization
Computer Communications·2026
Enforcing Security Policies in the Application Layer and the Data Plane
2025
Guest Editors’ Introduction: Special section on Research Advances Toward Effective and Sustainable Next Generation Networks
IEEE Transactions on Network and Service Management·2025
Intent-Based Kubernetes Configuration via LLMs: Current Trends and Open Challenges
2025
Dealing With Challenged IoT Networks in Hierarchical Federated Learning
IEEE Internet of Things Journal·2025
Optimizing Model Pruning in Decentralized Learning Networks with DFL-Trim
2025
RobinHood: Collaborative Burst Mitigation Through in-Network Packet Deflection
2025
Flecto: Cross-Layer Adaptive Congestion Control with Reinforcement Learning
2025
ClearNET: Enhancing Transparency in Opaque Network Models Using Explainable AI (XAI) for Efficient Traffic Engineering
IEEE Transactions on Network and Service Management·2025
LLNet: An Intent-Driven Approach to Instructing Softwarized Network Devices Using a Small Language Model
IEEE Transactions on Network and Service Management·2025· 5 cited
Scheduling Latency-Sensitive Tasks in the Cloud Continuum with Hierarchical Reinforcement Learning
2025· 1 cited
Real-time latency prediction for cloud gaming applications
Computer Networks·2025· 4 citedOpen Access
MARS: Multi-Agent Deep Reinforcement Learning for Complex Environment Exploration
2025· 1 cited
Routing with ART: Adaptive Routing for P4 Switches With In-Network Decision Trees
2024· 3 cited
A Software Platform for Testing Multi-Link Operation in Industrial Wi-Fi Networks
2024Open Access
Multi-Link Operation and Wireless Digital Twin to Support Enhanced Roaming in Next-Gen Wi-Fi
2024Open Access
A Survey on Intelligent Internet of Things: Applications, Security, Privacy, and Future Directions
IEEE Communications Surveys & Tutorials·2024· 162 citedOpen Access
A Survey on Intelligent Internet of Things: Applications, Security, Privacy, and Future Directions
arXiv (Cornell University)·2024· 7 citedOpen Access
Inferring Visibility of Internet Traffic Matrices Using eXplainable AI
2024· 3 cited
page 1 of 7Next →

Frequent Co-authors

Riccardo Sisto(18), Alessio Sacco(17), Flavio Esposito(15), Fulvio Valenza(9), Jalolliddin Yusupov(9), Daniele Bringhenti(7), Mario Baldi(7), Fulvio Risso(6), Matteo Flocco(5), Matteo Virgilio(4), Y. Ofek(4), Wolfgang John(3), Francesco Lucrezia(3), Michele Corrà(3), Giorgio Fontana(3), Danilo Severina(3), O. Zadedyurina(3), Ons Aouedi(2), Kandaraj Piamrat(2), Paolo Montuschi(2)