MARCHETTO, GUIDO

MARCHETTO, GUIDO  

Dipartimento di Automatica e Informatica  

015020  

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Citazione Data di pubblicazione Autori File
- In corso di stampa Monaco,DorianaSacco,AlessioMarchetto,Guido + XAI_and_TM_completion___IPSN_2024.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.pdfSurvey_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.pdfIEEE_TNSE_Journal___Network_Tomography_final_version.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 -
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.pdfLoad_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.pdfNAIL_A_Network_Management_Architecture_for_Deploying_Intent_into_Programmable_Switches.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).pdfICIN_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.pdfAutomated_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.pdfCompleting_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
Hide & Seek: Traffic Matrix Completion and Inference Using Hidden Information / Sacco, Alessio; Esposito, Flavio; Marchetto, Guido. - ELETTRONICO. - (2023), pp. 529-534. (Intervento presentato al convegno 2023 IEEE 20th Consumer Communications & Networking Conference (CCNC) tenutosi a Las Vegas, NV, USA nel 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.pdfCCNC_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. (Intervento presentato al convegno 2023 IEEE 24th International Conference on High Performance Switching and Routing (HPSR) tenutosi a Albuquerque (USA) nel 05-07 June 2023) [10.1109/HPSR57248.2023.10147977]. 1-gen-2023 Sacco, AlessioAngi, AntoninoMarchetto, Guido + HINT___HPSR_2023.pdfHINT_Supporting_Congestion_Control_Decisions_with_P4-driven_In-Band_Network_Telemetry.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.pdfPartially_Oblivious_Congestion_Control_for_the_Internet_via_Reinforcement_Learning.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. (Intervento presentato al convegno 2023 IEEE International Mediterranean Conference on Communications and Networking (MeditCom) tenutosi a Dubrovnik (HR) nel 4 - 7 September 2023) [10.1109/MeditCom58224.2023.10266633]. 1-gen-2023 Antonino, AngiSacco, AlessioAlberti, EnricoMarchetto, Guido + RLVNA___Meditcom_2023.pdfRLVNA_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. (Intervento presentato al convegno NOMS 2023-2023 IEEE/IFIP Network Operations and Management Symposium tenutosi a Miami, FL (USA) nel 08-12 May 2023) [10.1109/NOMS56928.2023.10154457]. 1-gen-2023 Alessio SaccoGuido Marchetto Towards_Autonomous_Computer_Networks_in_Support_of_Critical_Systems.pdfNOMS_23___Dissertation.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.pdfA_Self-Learning_Strategy_for_Task_Offloading_in_UAV_Networks.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. (Intervento presentato al convegno 18th International Conference on Network and Service Management (CNSM) tenutosi a Thessaloniki (GR) nel 31 October 2022 - 4 November 2022) [10.23919/CNSM55787.2022.9964510]. 1-gen-2022 Angi, AntoninoSacco, AlessioMarchetto, Guido + Howdah.pdfHowdah_Load_Profiling_via_In-Band_Flow_Classification_and_P4.pdf
NLP4: An Architecture for Intent-Driven Data Plane Programmability / Angi, Antonino; Sacco, Alessio; Esposito, Flavio; Marchetto, Guido; Clemm, Alexander. - ELETTRONICO. - (2022), pp. 25-30. (Intervento presentato al convegno 2022 IEEE 8th International Conference on Network Softwarization (NetSoft) tenutosi a Milan, Italy nel 27 June 2022 - 01 July 2022) [10.1109/NetSoft54395.2022.9844035]. 1-gen-2022 Angi, AntoninoSacco, AlessioMarchetto, Guido + NLP4_An_Architecture_for_Intent-Driven_Data_Plane_Programmability.pdfNetsoft_workshop.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.pdfRestoring_Application_Traffic_of_Latency-Sensitive_Networked_Systems_Using_Adversarial_Autoencoders.pdf