MARCHETTO, GUIDO
MARCHETTO, GUIDO
Dipartimento di Automatica e Informatica
015020
Automation for network security configuration: state of the art and research trends
2024 Bringhenti, Daniele; Marchetto, Guido; Sisto, Riccardo; Valenza, Fulvio
Load Profiling via In-Band Flow Classification and P4 With Howdah
2024 Angi, Antonino; Sacco, Alessio; Esposito, Flavio; Marchetto, Guido; Clemm, Alexander
A Collaborative and Distributed Learning-Based Solution to Autonomously Plan Computer Networks
2023 Monaco, Doriana; Sacco, Alessio; Alberti, Enrico; Marchetto, Guido; Esposito, Flavio
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
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
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
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
A Self-Learning Strategy for Task Offloading in UAV Networks
2022 Sacco, Alessio; Esposito, Flavio; Marchetto, Guido; Montuschi, Paolo
Howdah: Load Profiling via In-Band Flow Classification and P4
2022 Angi, Antonino; Sacco, Alessio; Esposito, Flavio; Marchetto, Guido; Clemm, Alexander
NLP4: An Architecture for Intent-Driven Data Plane Programmability
2022 Angi, Antonino; Sacco, Alessio; Esposito, Flavio; Marchetto, Guido; Clemm, Alexander
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
A novel approach for security function graph configuration and deployment
2021 Bringhenti, D.; Marchetto, G.; Sisto, R.; Valenza, F.
Improving the formal verification of reachability policies in virtualized networks
2021 Bringhenti, Daniele; Marchetto, Guido; Sisto, Riccardo; Spinoso, Serena; Valenza, Fulvio; Yusupov, Jalolliddin
On Control and Data Plane Programmability for Data-Driven Networking
2021 Sacco, Alessio; Esposito, Flavio; Marchetto, Guido
Citazione | Data di pubblicazione | Autori | File |
---|---|---|---|
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 |
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 |
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 |
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 |
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.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. (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.pdf; HINT_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.pdf; Partially_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.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. (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.pdf; NOMS_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.pdf; A_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.pdf; Howdah_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.pdf; Netsoft_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.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 |
A novel approach for security function graph configuration and deployment / Bringhenti, D.; Marchetto, G.; Sisto, R.; Valenza, F.. - ELETTRONICO. - (2021), pp. 457-463. (Intervento presentato al convegno 7th IEEE International Conference on Network Softwarization, NetSoft 2021 nel 2021) [10.1109/NetSoft51509.2021.9492654]. | 1-gen-2021 | Bringhenti D.Marchetto G.Sisto R.Valenza F. | secsoft2021.pdf; main.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 |
On Control and Data Plane Programmability for Data-Driven Networking / Sacco, Alessio; Esposito, Flavio; Marchetto, Guido. - ELETTRONICO. - (2021), pp. 1-6. (Intervento presentato al convegno 2021 IEEE 22nd International Conference on High-Performance Switching and Routing (HPSR 2021) tenutosi a Paris nel 6-10 June 2021) [10.1109/HPSR52026.2021.9481859]. | 1-gen-2021 | Alessio SaccoGuido Marchetto + | HPSR 2021 - Camera Ready.pdf; On_Control_and_Data_Plane_Programmability_for_Data-Driven_Networking.pdf |