Archivio Istituzionale della RicercaMARCHETTO, GUIDO
MARCHETTO, GUIDO
Dipartimento di Automatica e Informatica
015020
Formal Verification and Mitigation of Vulnerabilities in the IMDGuard Protocol
In corso di stampa Coduri, Christian; Sacco, Alessio; Marchetto, Guido; Sisto, Riccardo
Enforcing Security Policies in the Application Layer and the Data Plane
2025 Rinaudi, Federico; Sacco, Alessio; Marchetto, Guido
FertilizeSmart: Exploiting IoT and Differential Evolution for Optimizing Crop Fertilization
2025 Tao, Xu; Cumini, Christian; Sacco, Alessio; Silvestri, Simone; Cortasa Montserrat, Salmeron; Marchetto, Guido
Flecto: Cross-Layer Adaptive Congestion Control with Reinforcement Learning
2025 Serra, Cristiano; Paolini, Emilio; Immich, Roger; Sacco, Alessio; Marchetto, Guido; Esposito, Flavio
Intent-Based Kubernetes Configuration via LLMs: Current Trends and Open Challenges
2025 Sacco, Alessio; Zilli, Cristian; Marchetto, Guido
MARS: Multi-Agent Deep Reinforcement Learning for Complex Environment Exploration
2025 Gervino, Francesco; Eirale, Andrea; Chiaberge, Marcello; Sacco, Alessio; Marchetto, Guido; Casetti, Claudio
Optimizing Model Pruning in Decentralized Learning Networks with DFL-Trim
2025 Pinto, Andrea; Masci, Alessandro; Sacco, Alessio; Marchetto, Guido; Esposito, Flavio
RobinHood: Collaborative Burst Mitigation Through in-Network Packet Deflection
2025 Pantano, Lorenzo; Zilli, Cristian; Pappone, Lorenzo; Sacco, Alessio; Marchetto, Guido; Esposito, Flavio
Scheduling Latency-Sensitive Tasks in the Cloud Continuum with Hierarchical Reinforcement Learning
2025 Monaco, Doriana; Sacco, Alessio; Casetti, Claudio; Marchetto, Guido
Inferring Visibility of Internet Traffic Matrices Using eXplainable AI
2024 Zilli, Cristian; Sacco, Alessio; Monaco, Doriana; Okafor, Okwudilichukwu; Esposito, Flavio; Marchetto, Guido
Latency-aware Scheduling in the Cloud-Edge Continuum
2024 Chiaro, Cristopher; Monaco, Doriana; Sacco, Alessio; Casetti, Claudio; Marchetto, Guido
Multi-Link Operation and Wireless Digital Twin to Support Enhanced Roaming in Next-Gen Wi-Fi
2024 Scanzio, Stefano; Rosani, Matteo; Formis, Gabriele; Cavalcanti, Dave; Frascolla, Valerio; Marchetto, Guido; Cena, Gianluca
ROAR: Routing Packets in P4 Switches With Multi-Agent Decisions Logic
2024 Angi, Antonino; Sacco, Alessio; Esposito, Flavio; Marchetto, Guido
Routing with ART: Adaptive Routing for P4 Switches With In-Network Decision Trees
2024 Angi, Antonino; Sacco, Alessio; Esposito, Flavio; Marchetto, Guido
A Collaborative and Distributed Learning-Based Solution to Autonomously Plan Computer Networks
2023 Monaco, Doriana; Sacco, Alessio; Alberti, Enrico; Marchetto, Guido; Esposito, Flavio
Hide & Seek: Traffic Matrix Completion and Inference Using Hidden Information
2023 Sacco, Alessio; Esposito, Flavio; Marchetto, Guido
HINT: Supporting Congestion Control Decisions with P4-driven In-Band Network Telemetry
2023 Sacco, Alessio; Angi, Antonino; Esposito, Flavio; Marchetto, Guido
RLVNA: a Platform for Experimenting with Virtual Networks Adaptations over Public Testbeds
2023 Angi, Antonino; Sacco, Alessio; Alberti, Enrico; Marchetto, Guido; Esposito, Flavio
Towards Autonomous Computer Networks in Support of Critical Systems
2023 Sacco, Alessio; Marchetto, Guido
Howdah: Load Profiling via In-Band Flow Classification and P4
2022 Angi, Antonino; Sacco, Alessio; Esposito, Flavio; Marchetto, Guido; Clemm, Alexander
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Formal Verification and Mitigation of Vulnerabilities in the IMDGuard Protocol / Coduri, Christian; Sacco, Alessio; Marchetto, Guido; Sisto, Riccardo. - (In corso di stampa). ( The 24th International Conference on Pervasive Computing and Communications (PerCom 2026) Pisa (IT) 16-20 March 2026). | In corso di stampa | Coduri, ChristianSacco, AlessioMarchetto, GuidoSisto, Riccardo | a6-coduri final.pdf |
| Enforcing Security Policies in the Application Layer and the Data Plane / Rinaudi, Federico; Sacco, Alessio; Marchetto, Guido. - ELETTRONICO. - (2025). ( 2025 21st International Conference on Network and Service Management (CNSM) Bologna (ITA) 27 - 31 October 2025) [10.23919/CNSM67658.2025.11297512]. | 1-gen-2025 | Federico RinaudiAlessio SaccoGuido Marchetto | 1571190298 final (2).pdf; Enforcing_Security_Policies_in_the_Application_Layer_and_the_Data_Plane.pdf |
| FertilizeSmart: Exploiting IoT and Differential Evolution for Optimizing Crop Fertilization / Tao, Xu; Cumini, Christian; Sacco, Alessio; Silvestri, Simone; Cortasa Montserrat, Salmeron; Marchetto, Guido. - ELETTRONICO. - (2025), pp. 1-8. ( 2025 20th Wireless On-Demand Network Systems and Services Conference (WONS) Hintertux, Austria 27-29 January 2025). | 1-gen-2025 | Christian CuminiAlessio SaccoGuido Marchetto + | FertilizeSmart_Exploiting_IoT_and_Differential_Evolution_for_Optimizing_Crop_Fertilization.pdf; 1571097156 final.pdf |
| Flecto: Cross-Layer Adaptive Congestion Control with Reinforcement Learning / Serra, Cristiano; Paolini, Emilio; Immich, Roger; Sacco, Alessio; Marchetto, Guido; Esposito, Flavio. - ELETTRONICO. - (2025), pp. 1-6. ( 2025 IEEE 26th International Conference on High Performance Switching and Routing (HPSR) Suita, Osaka (JPN) 20-22 May 2025) [10.1109/HPSR64165.2025.11038888]. | 1-gen-2025 | Cristiano SerraAlessio SaccoGuido Marchetto + | 2025_HPSR_Flecto (1).pdf; Flecto_Cross-Layer_Adaptive_Congestion_Control_with_Reinforcement_Learning.pdf |
| Intent-Based Kubernetes Configuration via LLMs: Current Trends and Open Challenges / Sacco, Alessio; Zilli, Cristian; Marchetto, Guido. - (2025), pp. 1-7. ( 2025 IEEE 50th Conference on Local Computer Networks (LCN) Sydney, Australia 13-16 October 2025) [10.1109/lcn65610.2025.11146359]. | 1-gen-2025 | Sacco, AlessioZilli, CristianMarchetto, Guido | Intent-Based_Kubernetes_Configuration_via_LLMs_Current_Trends_and_Open_Challenges.pdf; LCN_2025___k8s_with_LLM (1).pdf |
| MARS: Multi-Agent Deep Reinforcement Learning for Complex Environment Exploration / Gervino, Francesco; Eirale, Andrea; Chiaberge, Marcello; Sacco, Alessio; Marchetto, Guido; Casetti, Claudio. - ELETTRONICO. - (2025), pp. 1-6. ( 22nd IEEE Consumer Communications and Networking Conference, CCNC 2025 Las Vegas, NV (USA) 10-13 January 2025) [10.1109/ccnc54725.2025.10976107]. | 1-gen-2025 | Gervino, FrancescoEirale, AndreaChiaberge, MarcelloSacco, AlessioMarchetto, GuidoCasetti, Claudio | MARS_Multi-Agent_Deep_Reinforcement_Learning_for_Complex_Environment_Exploration.pdf; MARS___ROBOCOM_24.pdf |
| Optimizing Model Pruning in Decentralized Learning Networks with DFL-Trim / Pinto, Andrea; Masci, Alessandro; Sacco, Alessio; Marchetto, Guido; Esposito, Flavio. - ELETTRONICO. - (2025), pp. 189-193. ( 11th IEEE International Conference on Network Softwarization, NetSoft 2025 Budapest (HUN) 23-27 June 2025) [10.1109/netsoft64993.2025.11080578]. | 1-gen-2025 | Sacco, AlessioMarchetto, Guido + | Optimizing_Model_Pruning_in_Decentralized_Learning_Networks_with_DFL-Trim.pdf; DFL_Trim___NetSoft_2025__short_.pdf |
| RobinHood: Collaborative Burst Mitigation Through in-Network Packet Deflection / Pantano, Lorenzo; Zilli, Cristian; Pappone, Lorenzo; Sacco, Alessio; Marchetto, Guido; Esposito, Flavio. - ELETTRONICO. - (2025), pp. 5890-5895. ( 2025 IEEE International Conference on Communications, ICC 2025 Montreal, QC (CAN) 08-12 June 2025) [10.1109/icc52391.2025.11160876]. | 1-gen-2025 | Pantano, LorenzoZilli, CristianSacco, AlessioMarchetto, Guido + | RobinHood_Collaborative_Burst_Mitigation_Through_in-Network_Packet_Deflection.pdf; RobinHood_ICC_2025.pdf |
| Scheduling Latency-Sensitive Tasks in the Cloud Continuum with Hierarchical Reinforcement Learning / Monaco, Doriana; Sacco, Alessio; Casetti, Claudio; Marchetto, Guido. - (2025). ( NOMS 2025-2025 IEEE Network Operations and Management Symposium Honolulu (USA) 12–16 May 2025) [10.1109/NOMS57970.2025.11073729]. | 1-gen-2025 | Doriana MonacoAlessio SaccoClaudio CasettiGuido Marchetto | RL_scheduler___NOMS_2025-4.pdf; Scheduling_Latency-Sensitive_Tasks_in_the_Cloud_Continuum_with_Hierarchical_Reinforcement_Learning.pdf |
| Inferring Visibility of Internet Traffic Matrices Using eXplainable AI / Zilli, Cristian; Sacco, Alessio; Monaco, Doriana; Okafor, Okwudilichukwu; Esposito, Flavio; Marchetto, Guido. - (2024). ( IEEE/IFIP Network Operations and Management Symposium Seoul, South Korea 6–10 May 2024) [10.1109/NOMS59830.2024.10575173]. | 1-gen-2024 | Zilli,CristianSacco,AlessioMonaco,DorianaMarchetto,Guido + | XAI_and_TM_completion___IPSN_2024.pdf; Inferring_Visibility_of_Internet_Traffic_Matrices_Using_eXplainable_AI.pdf |
| Latency-aware Scheduling in the Cloud-Edge Continuum / Chiaro, Cristopher; Monaco, Doriana; Sacco, Alessio; Casetti, Claudio; Marchetto, Guido. - (2024). ( IEEE/IFIP Network Operations and Management Symposium Seoul, South Korea 6–10 May 2024) [10.1109/noms59830.2024.10575183]. | 1-gen-2024 | Chiaro, CristopherMonaco, DorianaSacco, AlessioCasetti, ClaudioMarchetto, Guido | Latency-aware_Scheduling_in_the_Cloud-Edge_Continuum.pdf; Scheduling_continuum___NOMS_2024__short____accept.pdf |
| Multi-Link Operation and Wireless Digital Twin to Support Enhanced Roaming in Next-Gen Wi-Fi / Scanzio, Stefano; Rosani, Matteo; Formis, Gabriele; Cavalcanti, Dave; Frascolla, Valerio; Marchetto, Guido; Cena, Gianluca. - (2024), pp. 1-4. ( 2024 IEEE 20th International Conference on Factory Communication Systems (WFCS) Toulouse (FRA) 17-19 April 2024) [10.1109/wfcs60972.2024.10540931]. | 1-gen-2024 | Scanzio, StefanoRosani, MatteoFormis, GabrieleMarchetto, GuidoCena, Gianluca + | Multi-Link_Operation_and_Wireless_Digital_Twin_to_Support_Enhanced_Roaming_in_Next-Gen_Wi-Fi.pdf |
| ROAR: Routing Packets in P4 Switches With Multi-Agent Decisions Logic / Angi, Antonino; Sacco, Alessio; Esposito, Flavio; Marchetto, Guido. - ELETTRONICO. - (2024), pp. 63-68. ( 2024 IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN) Stockholm (SE) 05-08 May 2024) [10.1109/icmlcn59089.2024.10625142]. | 1-gen-2024 | Angi, AntoninoSacco, AlessioMarchetto, Guido + | ROAR___ICMLCN_24.pdf; ROAR_Routing_Packets_in_P4_Switches_With_Multi-Agent_Decisions_Logic.pdf |
| Routing with ART: Adaptive Routing for P4 Switches With In-Network Decision Trees / Angi, Antonino; Sacco, Alessio; Esposito, Flavio; Marchetto, Guido. - ELETTRONICO. - (2024), pp. 3291-3296. ( 2024 IEEE Global Communications Conference (GLOBECOM) Cape Town (ZA) 8 - 12 December 2024) [10.1109/GLOBECOM52923.2024.10901356]. | 1-gen-2024 | Angi, AntoninoSacco, AlessioMarchetto, Guido + | ART___Globecom.pdf; Routing_with_ART_Adaptive_Routing_for_P4_Switches_With_In-Network_Decision_Trees.pdf |
| A Collaborative and Distributed Learning-Based Solution to Autonomously Plan Computer Networks / Monaco, Doriana; Sacco, Alessio; Alberti, Enrico; Marchetto, Guido; Esposito, Flavio. - ELETTRONICO. - (2023). ( 26th Conference on Innovation in Clouds, Internet and Networks and Workshops (ICIN 2023) Paris (FRA) 06-09 March 2023) [10.1109/ICIN56760.2023.10073505]. | 1-gen-2023 | Doriana MonacoAlessio SaccoEnrico AlbertiGuido Marchetto + | A_Collaborative_and_Distributed_Learning-Based_Solution_to_Autonomously_Plan_Computer_Networks (1).pdf; ICIN_23___Collab_RL_for_planning__short_.pdf |
| Hide & Seek: Traffic Matrix Completion and Inference Using Hidden Information / Sacco, Alessio; Esposito, Flavio; Marchetto, Guido. - ELETTRONICO. - (2023), pp. 529-534. ( 2023 IEEE 20th Consumer Communications & Networking Conference (CCNC) Las Vegas, NV, USA 08-11 January 2023) [10.1109/CCNC51644.2023.10060329]. | 1-gen-2023 | Alessio SaccoGuido Marchetto + | Hide_amp_Seek_Traffic_Matrix_Completion_and_Inference_Using_Hidden_Information.pdf; CCNC_2023___TM_estimation___short_version__camera_ready_.pdf |
| HINT: Supporting Congestion Control Decisions with P4-driven In-Band Network Telemetry / Sacco, Alessio; Angi, Antonino; Esposito, Flavio; Marchetto, Guido. - ELETTRONICO. - (2023), pp. 83-88. ( 2023 IEEE 24th International Conference on High Performance Switching and Routing (HPSR) Albuquerque (USA) 05-07 June 2023) [10.1109/HPSR57248.2023.10147977]. | 1-gen-2023 | Sacco, AlessioAngi, AntoninoMarchetto, Guido + | HINT___HPSR_2023.pdf; HINT_Supporting_Congestion_Control_Decisions_with_P4-driven_In-Band_Network_Telemetry.pdf |
| RLVNA: a Platform for Experimenting with Virtual Networks Adaptations over Public Testbeds / Angi, Antonino; Sacco, Alessio; Alberti, Enrico; Marchetto, Guido; Esposito, Flavio. - ELETTRONICO. - (2023), pp. 406-411. ( 2023 IEEE International Mediterranean Conference on Communications and Networking (MeditCom) Dubrovnik (HR) 4 - 7 September 2023) [10.1109/MeditCom58224.2023.10266633]. | 1-gen-2023 | Antonino, AngiSacco, AlessioAlberti, EnricoMarchetto, Guido + | RLVNA___Meditcom_2023.pdf; RLVNA_a_Platform_for_Experimenting_with_Virtual_Networks_Adaptations_over_Public_Testbeds.pdf.pdf |
| Towards Autonomous Computer Networks in Support of Critical Systems / Sacco, Alessio; Marchetto, Guido. - ELETTRONICO. - (2023), pp. 1-6. ( NOMS 2023-2023 IEEE/IFIP Network Operations and Management Symposium Miami, FL (USA) 08-12 May 2023) [10.1109/NOMS56928.2023.10154457]. | 1-gen-2023 | Alessio SaccoGuido Marchetto | Towards_Autonomous_Computer_Networks_in_Support_of_Critical_Systems.pdf; NOMS_23___Dissertation.pdf |
| Howdah: Load Profiling via In-Band Flow Classification and P4 / Angi, Antonino; Sacco, Alessio; Esposito, Flavio; Marchetto, Guido; Clemm, Alexander. - ELETTRONICO. - (2022), pp. 46-54. ( 18th International Conference on Network and Service Management (CNSM) Thessaloniki (GR) 31 October 2022 - 4 November 2022) [10.23919/CNSM55787.2022.9964510]. | 1-gen-2022 | Angi, AntoninoSacco, AlessioMarchetto, Guido + | Howdah.pdf; Howdah_Load_Profiling_via_In-Band_Flow_Classification_and_P4.pdf |