Archivio Istituzionale della RicercaMARCHETTO, GUIDO
MARCHETTO, GUIDO
Dipartimento di Automatica e Informatica
015020
A Survey on Intelligent Internet of Things: Applications, Security, Privacy, and Future Directions
2025 Aouedi, Ons; Vu, Thai-Hoc; Sacco, Alessio; Nguyen, Dinh C.; Piamrat, Kandaraj; Marchetto, Guido; Pham, Quoc-Viet
ClearNET: Enhancing Transparency in Opaque Network Models using eXplainable AI (XAI) for Efficient Traffic Engineering
2025 Zilli, Cristian; Sacco, Alessio; Esposito, Flavio; Marchetto, Guido
Dealing With Challenged IoT Networks in Hierarchical Federated Learning
2025 Sacco, Alessio; Monaco, Doriana; Marchetto, Guido; Montuschi, Paolo
LLNet: An Intent-Driven Approach to Instructing Softwarized Network Devices Using a Small Language Model
2025 Angi, Antonino; Sacco, Alessio; Marchetto, Guido
Real-time latency prediction for cloud gaming applications
2025 Monaco, Doriana; Sacco, Alessio; Spina, Daniele; Strada, Francesco; Bottino, Andrea; Cerquitelli, Tania; Marchetto, Guido
Automation for network security configuration: state of the art and research trends
2024 Bringhenti, Daniele; Marchetto, Guido; Sisto, Riccardo; Valenza, Fulvio
Delay-Aware Routing in Software-Defined Networks via Network Tomography and Reinforcement Learning
2024 Tao, Xu; Monaco, Doriana; Sacco, Alessio; Silvestri, Simone; Marchetto, Guido
Load Profiling via In-Band Flow Classification and P4 With Howdah
2024 Angi, Antonino; Sacco, Alessio; Esposito, Flavio; Marchetto, Guido; Clemm, Alexander
NAIL: A Network Management Architecture for Deploying Intent into Programmable Switches
2024 Angi, Antonino; Sacco, Alessio; Esposito, Flavio; Marchetto, Guido; Clemm, Alexander
Automated firewall configuration in virtual networks
2023 Bringhenti, Daniele; Marchetto, Guido; Sisto, Riccardo; Valenza, Fulvio; Yusupov, Jalolliddin
Completing and Predicting Internet Traffic Matrices Using Adversarial Autoencoders and Hidden Markov Models
2023 Sacco, Alessio; Esposito, Flavio; Marchetto, Guido
Handling Privacy-Sensitive Medical Data With Federated Learning: Challenges and Future Directions
2023 Aouedi, Ons; Sacco, Alessio; Piamrat, Kandaraj; Marchetto, Guido
P4FL: An Architecture for Federating Learning with In-Network Processing
2023 Sacco, Alessio; Angi, Antonino; Marchetto, Guido; Esposito, Flavio
Partially Oblivious Congestion Control for the Internet via Reinforcement Learning
2023 Sacco, Alessio; Flocco, Matteo; Esposito, Flavio; Marchetto, Guido
A Self-Learning Strategy for Task Offloading in UAV Networks
2022 Sacco, Alessio; Esposito, Flavio; Marchetto, Guido; Montuschi, Paolo
Restoring Application Traffic of Latency-Sensitive Networked Systems using Adversarial Autoencoders
2022 Sacco, Alessio; Esposito, Flavio; Marchetto, Guido
A Formal Approach to Verify Connectivity and Optimize VNF Placement in Industrial Networks
2021 Marchetto, Guido; Sisto, Riccardo; Valenza, Fulvio; Yusupov, Jalolliddin; Ksentini, Adlen
Improving the formal verification of reachability policies in virtualized networks
2021 Bringhenti, Daniele; Marchetto, Guido; Sisto, Riccardo; Spinoso, Serena; Valenza, Fulvio; Yusupov, Jalolliddin
Resource Inference for Sustainable and Responsive Task Offloading in Challenged Edge Networks
2021 Sacco, Alessio; Esposito, Flavio; Marchetto, Guido
Supporting Sustainable Virtual Network Mutations with Mystique
2021 Sacco, Alessio; Flocco, Matteo; Esposito, Flavio; Marchetto, Guido
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| 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 |
| 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. - 22:4(2025), pp. 3403-3418. [10.1109/tnsm.2025.3570017] | 1-gen-2025 | Angi, AntoninoSacco, AlessioMarchetto, Guido | TNSM_2025___LLNet___accept.pdf; LLNet_An_Intent-Driven_Approach_to_Instructing_Softwarized_Network_Devices_Using_a_Small_Language_Model.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 |
| 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 |
| 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 |
| 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 |
| 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 |
| Completing and Predicting Internet Traffic Matrices Using Adversarial Autoencoders and Hidden Markov Models / Sacco, Alessio; Esposito, Flavio; Marchetto, Guido. - In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT. - ISSN 1932-4537. - ELETTRONICO. - 20:3(2023), pp. 2244-2258. [10.1109/TNSM.2023.3270166] | 1-gen-2023 | Alessio SaccoGuido Marchetto + | Completing_and_Predicting_Internet_Traffic_Matrices_Using_Adversarial_Autoencoders_and_Hidden_Markov_Models.pdf; Completing_and_Predicting_Internet_Traffic_Matrices_Using_Adversarial_Autoencoders_and_Hidden_Markov_Models.pdf |
| Handling Privacy-Sensitive Medical Data With Federated Learning: Challenges and Future Directions / Aouedi, Ons; Sacco, Alessio; Piamrat, Kandaraj; Marchetto, Guido. - In: IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS. - ISSN 2168-2194. - ELETTRONICO. - 27:2(2023), pp. 790-803. [10.1109/JBHI.2022.3185673] | 1-gen-2023 | Alessio SaccoGuido Marchetto + | Handling_Privacy-Sensitive_Medical_Data_With_Federated_Learning_Challenges_and_Future_Directions.pdf |
| P4FL: An Architecture for Federating Learning with In-Network Processing / Sacco, Alessio; Angi, Antonino; Marchetto, Guido; Esposito, Flavio. - In: IEEE ACCESS. - ISSN 2169-3536. - ELETTRONICO. - 11:(2023), pp. 103650-103658. [10.1109/ACCESS.2023.3318109] | 1-gen-2023 | Alessio SaccoAntonino AngiGuido Marchetto + | P4FL_An_Architecture_for_Federating_Learning_With_In-Network_Processing.pdf |
| Partially Oblivious Congestion Control for the Internet via Reinforcement Learning / Sacco, Alessio; Flocco, Matteo; Esposito, Flavio; Marchetto, Guido. - In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT. - ISSN 1932-4537. - ELETTRONICO. - 20:2(2023), pp. 1644-1659. [10.1109/TNSM.2022.3215669] | 1-gen-2023 | Alessio SaccoGuido Marchetto + | FINAL VERSION.pdf; Partially_Oblivious_Congestion_Control_for_the_Internet_via_Reinforcement_Learning.pdf |
| A Self-Learning Strategy for Task Offloading in UAV Networks / Sacco, Alessio; Esposito, Flavio; Marchetto, Guido; Montuschi, Paolo. - In: IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY. - ISSN 1939-9359. - ELETTRONICO. - 71:4(2022), pp. 4301-4311. [10.1109/TVT.2022.3144654] | 1-gen-2022 | Alessio SaccoGuido MarchettoPaolo Montuschi + | FINAL VERSION.pdf; A_Self-Learning_Strategy_for_Task_Offloading_in_UAV_Networks.pdf |
| Restoring Application Traffic of Latency-Sensitive Networked Systems using Adversarial Autoencoders / Sacco, Alessio; Esposito, Flavio; Marchetto, Guido. - In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT. - ISSN 1932-4537. - ELETTRONICO. - 19:3(2022), pp. 2521-2535. [10.1109/TNSM.2022.3192305] | 1-gen-2022 | Alessio SaccoGuido Marchetto + | TNSM_2021___Reparo___for_publication.pdf; Restoring_Application_Traffic_of_Latency-Sensitive_Networked_Systems_Using_Adversarial_Autoencoders.pdf |
| A Formal Approach to Verify Connectivity and Optimize VNF Placement in Industrial Networks / Marchetto, Guido; Sisto, Riccardo; Valenza, Fulvio; Yusupov, Jalolliddin; Ksentini, Adlen. - In: IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS. - ISSN 1551-3203. - 17:2(2021), pp. 1515-1525. [10.1109/tii.2020.3002816] | 1-gen-2021 | Marchetto, GuidoSisto, RiccardoValenza, FulvioYusupov, Jalolliddin + | TII2021.pdf; 09119174.pdf |
| Improving the formal verification of reachability policies in virtualized networks / Bringhenti, Daniele; Marchetto, Guido; Sisto, Riccardo; Spinoso, Serena; Valenza, Fulvio; Yusupov, Jalolliddin. - In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT. - ISSN 1932-4537. - ELETTRONICO. - 18:1(2021), pp. 713-728. [10.1109/TNSM.2020.3045781] | 1-gen-2021 | Daniele BringhentiGuido MarchettoRiccardo SistoSerena SpinosoFulvio ValenzaJalolliddin Yusupov | TNSM2021.pdf; TNSM09298793.pdf |
| Resource Inference for Sustainable and Responsive Task Offloading in Challenged Edge Networks / Sacco, Alessio; Esposito, Flavio; Marchetto, Guido. - In: IEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING. - ISSN 2473-2400. - ELETTRONICO. - 5:3(2021), pp. 1114-1127. [10.1109/TGCN.2021.3091812] | 1-gen-2021 | Alessio SaccoGuido Marchetto + | TGCN_2020___Ritmo_extended___for_publication.pdf; Resource_Inference_for_Sustainable_and_Responsive_Task_Offloading_in_Challenged_Edge_Networks.pdf |
| Supporting Sustainable Virtual Network Mutations with Mystique / Sacco, Alessio; Flocco, Matteo; Esposito, Flavio; Marchetto, Guido. - In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT. - ISSN 1932-4537. - 18:3(2021), pp. 2714-2727. [10.1109/TNSM.2021.3059647] | 1-gen-2021 | Alessio SaccoGuido Marchetto + | FINAL_VERSION.pdf; Supporting_Sustainable_Virtual_Network_Mutations_With_Mystique.pdf |