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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. - (2024). [10.1109/COMST.2024.3430368] 1-gen-2024 Alessio SaccoGuido Marchetto + A_Survey_on_Intelligent_Internet_of_Things_Applications_Security_Privacy_and_Future_Directions.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
Sustainable Task Offloading in UAV Networks via Multi-Agent Reinforcement Learning / Sacco, Alessio; Esposito, Flavio; Marchetto, Guido; Montuschi, Paolo. - In: IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY. - ISSN 0018-9545. - ELETTRONICO. - 70:5(2021), pp. 5003-5015. [10.1109/TVT.2021.3074304] 1-gen-2021 Alessio SaccoGuido MarchettoPaolo Montuschi + 09409695.pdf; FINAL VERSION.pdf
(User-friendly) formal requirements verification in the context of ISO26262 / Makartetskiy, Denis; Marchetto, Guido; Sisto, Riccardo; Valenza, Fulvio; Virgilio, Matteo; Leri, Denise; Denti, Paolo; Finizio, Roberto. - In: ENGINEERING SCIENCE AND TECHNOLOGY, AN INTERNATIONAL JOURNAL. - ISSN 2215-0986. - ELETTRONICO. - 23:3(2020), pp. 494-506. [10.1016/j.jestch.2019.09.005] 1-gen-2020 Denis MakartetskiyGuido MarchettoRiccardo SistoFulvio ValenzaMatteo Virgilio + 1-s2.0-S2215098619306147-main.pdf
An architecture for adaptive task planning in support of IoT-based machine learning applications for disaster scenarios / Sacco, Alessio; Flocco, Matteo; Esposito, Flavio; Marchetto, Guido. - In: COMPUTER COMMUNICATIONS. - ISSN 0140-3664. - ELETTRONICO. - 160:(2020), pp. 769-778. [10.1016/j.comcom.2020.07.011] 1-gen-2020 Alessio SaccoMatteo FloccoGuido Marchetto + Apron_camera_ready.pdf; ComCom__Apron__accepted.pdf
On Edge Computing for Remote Pathology Consultations and Computations / Sacco, Alessio; Esposito, Flavio; Marchetto, Guido; Kolar, Grant; Schwetye, Kate. - In: IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS. - ISSN 2168-2194. - ELETTRONICO. - 24:9(2020), pp. 2523-2534. [10.1109/jbhi.2020.3007661] 1-gen-2020 Alessio SaccoGuido Marchetto + FINAL VERSION.pdf; 09134906.pdf