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MARCHETTO, GUIDO

MARCHETTO, GUIDO  

Dipartimento di Automatica e Informatica  

015020  

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A Survey on Intelligent Internet of Things: Applications, Security, Privacy, and Future Directions / Aouedi, Ons; Vu, Thai-Hoc; Sacco, Alessio; Nguyen, Dinh C.; Piamrat, Kandaraj; Marchetto, Guido; Pham, Quoc-Viet. - In: IEEE COMMUNICATIONS SURVEYS AND TUTORIALS. - ISSN 1553-877X. - ELETTRONICO. - 27:2(2025), pp. 1238-1292. [10.1109/COMST.2024.3430368] 1-gen-2025 Alessio SaccoGuido Marchetto + A_Survey_on_Intelligent_Internet_of_Things_Applications_Security_Privacy_and_Future_Directions.pdf
ClearNET: Enhancing Transparency in Opaque Network Models using eXplainable AI (XAI) for Efficient Traffic Engineering / Zilli, Cristian; Sacco, Alessio; Esposito, Flavio; Marchetto, Guido. - In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT. - ISSN 1932-4537. - ELETTRONICO. - 22:4(2025), pp. 3617-3631. [10.1109/TNSM.2025.3567654] 1-gen-2025 Cristian ZilliAlessio SaccoGuido Marchetto + ClearNET___TNSM_25.pdf; ClearNET_Enhancing_Transparency_in_Opaque_Network_Models_Using_Explainable_AI_XAI_for_Efficient_Traffic_Engineering.pdf
Dealing With Challenged IoT Networks in Hierarchical Federated Learning / Sacco, Alessio; Monaco, Doriana; Marchetto, Guido; Montuschi, Paolo. - In: IEEE INTERNET OF THINGS JOURNAL. - ISSN 2327-4662. - ELETTRONICO. - (2025), pp. 1-1. [10.1109/JIOT.2025.3580627] 1-gen-2025 Alessio SaccoDoriana MonacoGuido MarchettoPaolo Montuschi HPFL___IoTJ___accept.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. (Intervento presentato al convegno 2025 20th Wireless On-Demand Network Systems and Services Conference (WONS) tenutosi a Hintertux, Austria nel 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. (Intervento presentato al convegno 2025 IEEE 26th International Conference on High Performance Switching and Routing (HPSR) tenutosi a Suita, Osaka (JPN) nel 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
LLNet: An Intent-Driven Approach to Instructing Softwarized Network Devices Using a Small Language Model / Angi, Antonino; Sacco, Alessio; Marchetto, Guido. - In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT. - ISSN 1932-4537. - ELETTRONICO. - (2025), pp. 1-16. [10.1109/tnsm.2025.3570017] 1-gen-2025 Angi, AntoninoSacco, AlessioMarchetto, Guido LLNet_An_Intent-Driven_Approach_to_Instructing_Softwarized_Network_Devices_Using_a_Small_Language_Model.pdf; TNSM_2025___LLNet___accept.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. (Intervento presentato al convegno 22nd IEEE Consumer Communications and Networking Conference, CCNC 2025 tenutosi a Las Vegas, NV (USA) nel 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
Real-time latency prediction for cloud gaming applications / Monaco, Doriana; Sacco, Alessio; Spina, Daniele; Strada, Francesco; Bottino, Andrea; Cerquitelli, Tania; Marchetto, Guido. - In: COMPUTER NETWORKS. - ISSN 1389-1286. - 264:(2025). [10.1016/j.comnet.2025.111235] 1-gen-2025 Monaco, DorianaSacco, AlessioSpina, DanieleStrada, FrancescoBottino, AndreaCerquitelli, TaniaMarchetto, Guido 1-s2.0-S1389128625002038-main.pdf
Scheduling Latency-Sensitive Tasks in the Cloud Continuum with Hierarchical Reinforcement Learning / Monaco, Doriana; Sacco, Alessio; Casetti, Claudio; Marchetto, Guido. - (2025). (Intervento presentato al convegno NOMS 2025-2025 IEEE Network Operations and Management Symposium tenutosi a Honolulu (USA) nel 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
Automation for network security configuration: state of the art and research trends / Bringhenti, Daniele; Marchetto, Guido; Sisto, Riccardo; Valenza, Fulvio. - In: ACM COMPUTING SURVEYS. - ISSN 0360-0300. - ELETTRONICO. - 56:3(2024), pp. 1-37. [10.1145/3616401] 1-gen-2024 Daniele BringhentiGuido MarchettoRiccardo SistoFulvio Valenza Survey_AcceptedManuscript.pdf; Survey_PublishedManuscript.pdf
Delay-Aware Routing in Software-Defined Networks via Network Tomography and Reinforcement Learning / Tao, Xu; Monaco, Doriana; Sacco, Alessio; Silvestri, Simone; Marchetto, Guido. - In: IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING. - ISSN 2327-4697. - ELETTRONICO. - 11:4(2024), pp. 3383-3397. [10.1109/TNSE.2024.3371384] 1-gen-2024 Doriana MonacoAlessio SaccoGuido Marchetto + Delay-Aware_Routing_in_Software-Defined_Networks_via_Network_Tomography_and_Reinforcement_Learning.pdf; IEEE_TNSE_Journal___Network_Tomography_final_version.pdf
Inferring Visibility of Internet Traffic Matrices Using eXplainable AI / Zilli, Cristian; Sacco, Alessio; Monaco, Doriana; Okafor, Okwudilichukwu; Esposito, Flavio; Marchetto, Guido. - (2024). (Intervento presentato al convegno IEEE/IFIP Network Operations and Management Symposium tenutosi a Seoul, South Korea nel 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). (Intervento presentato al convegno IEEE/IFIP Network Operations and Management Symposium tenutosi a Seoul, South Korea nel 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
Load Profiling via In-Band Flow Classification and P4 With Howdah / Angi, Antonino; Sacco, Alessio; Esposito, Flavio; Marchetto, Guido; Clemm, Alexander. - In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT. - ISSN 1932-4537. - ELETTRONICO. - 21:1(2024), pp. 295-309. [10.1109/TNSM.2023.3299729] 1-gen-2024 Antonino AngiAlessio SaccoGuido Marchetto + Load_Profiling_via_In-Band_Flow_Classification_and_P4_With_Howdah.pdf; Load_Profiling_via_In-Band_Flow_Classification_and_P4_With_Howdah.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. (Intervento presentato al convegno 2024 IEEE 20th International Conference on Factory Communication Systems (WFCS) tenutosi a Toulouse (FRA) nel 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
NAIL: A Network Management Architecture for Deploying Intent into Programmable Switches / Angi, Antonino; Sacco, Alessio; Esposito, Flavio; Marchetto, Guido; Clemm, Alexander. - In: IEEE COMMUNICATIONS MAGAZINE. - ISSN 0163-6804. - ELETTRONICO. - 62:6(2024), pp. 28-34. [10.1109/mcom.001.2300313] 1-gen-2024 Angi, AntoninoSacco, AlessioMarchetto, Guido + Com_Mag_23___NAIL___Final.pdf; NAIL_A_Network_Management_Architecture_for_Deploying_Intent_into_Programmable_Switches.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. (Intervento presentato al convegno 2024 IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN) tenutosi a Stockholm (SE) nel 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. (Intervento presentato al convegno 2024 IEEE Global Communications Conference (GLOBECOM) tenutosi a Cape Town (ZA) nel 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). (Intervento presentato al convegno 26th Conference on Innovation in Clouds, Internet and Networks and Workshops (ICIN 2023) tenutosi a Paris (FRA) nel 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
Automated firewall configuration in virtual networks / Bringhenti, Daniele; Marchetto, Guido; Sisto, Riccardo; Valenza, Fulvio; Yusupov, Jalolliddin. - In: IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING. - ISSN 1545-5971. - ELETTRONICO. - 20:2(2023), pp. 1559-1576. [10.1109/TDSC.2022.3160293] 1-gen-2023 Daniele BringhentiGuido MarchettoRiccardo SistoFulvio ValenzaJalolliddin Yusupov TDSC2022.pdf; Automated_Firewall_Configuration_in_Virtual_Networks.pdf