Archivio Istituzionale della RicercaMARCHETTO, GUIDO
MARCHETTO, GUIDO
Dipartimento di Automatica e Informatica
015020
A Collaborative and Distributed Learning-Based Solution to Autonomously Plan Computer Networks
2023 Monaco, Doriana; Sacco, Alessio; Alberti, Enrico; Marchetto, Guido; Esposito, Flavio
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
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
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
A novel approach for security function graph configuration and deployment
2021 Bringhenti, D.; Marchetto, G.; Sisto, R.; Valenza, F.
On Control and Data Plane Programmability for Data-Driven Networking
2021 Sacco, Alessio; Esposito, Flavio; Marchetto, Guido
Owl: Congestion Control with Partially Invisible Networks via Reinforcement Learning
2021 Sacco, Alessio; Flocco, Matteo; Esposito, Flavio; Marchetto, Guido
A Distributed Reinforcement Learning Approach for Energy and Congestion-Aware Edge Networks
2020 Sacco, Alessio; Esposito, Flavio; Marchetto, Guido
A Federated Learning Approach to Routing in Challenged SDN-Enabled Edge Networks
2020 Sacco, Alessio; Esposito, Flavio; Marchetto, Guido
Automated optimal firewall orchestration and configuration in virtualized networks
2020 Bringhenti, D.; Marchetto, G.; Sisto, R.; Valenza, F.; Yusupov, J.
Introducing programmability and automation in the synthesis of virtual firewall rules
2020 Bringhenti, Daniele; Marchetto, Guido; Sisto, Riccardo; Valenza, Fulvio; Yusupov, Jalolliddin
Resource Inference for Task Migration in Challenged Edge Networks with RITMO
2020 Sacco, Alessio; Esposito, Flavio; Marchetto, Guido
Short Paper: Automatic Configuration for an Optimal Channel Protection in Virtualized Networks
2020 Bringhenti, Daniele; Marchetto, Guido; Sisto, Riccardo; Valenza, Fulvio
Work-in-Progress: A Formal Approach to Verify Fault Tolerance in Industrial Network Systems
2020 Sacco, Alessio; Marchetto, Guido; Sisto, Riccardo; Valenza, Fulvio
A Policy-Based Architecture for Container Migration in Software Defined Infrastructures
2019 Tao, Xu; Flavio, Esposito; Sacco, Alessio; Marchetto, Guido
ADELE: An Architecture for Steering Traffic and Computations via Deep Learning in Challenged Edge Networks
2019 Gaballo, Alessandro; Flocco, Matteo; Flavio, Esposito; Marchetto, Guido
APRON: an Architecture for Adaptive Task Planning of Internet of Things in Challenged Edge Networks
2019 Ventrella, Agnese V.; Flavio, Esposito; Sacco, Alessio; Flocco, Matteo; Marchetto, Guido; Srikanth, Gururajan
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| Owl: Congestion Control with Partially Invisible Networks via Reinforcement Learning / Sacco, Alessio; Flocco, Matteo; Esposito, Flavio; Marchetto, Guido. - ELETTRONICO. - (2021). (Intervento presentato al convegno IEEE INFOCOM 2021 - IEEE Conference on Computer Communications tenutosi a Virtual Event nel 10-13 May 2021) [10.1109/INFOCOM42981.2021.9488851]. | 1-gen-2021 | Alessio SaccoGuido Marchetto + | INFOCOM 2021-camera ready.pdf; Owl_Congestion_Control_with_Partially_Invisible_Networks_via_Reinforcement_Learning.pdf |
| A Distributed Reinforcement Learning Approach for Energy and Congestion-Aware Edge Networks / Sacco, Alessio; Esposito, Flavio; Marchetto, Guido. - ELETTRONICO. - (2020), pp. 546-547. (Intervento presentato al convegno 2020 16th International Conference on Emerging Networking EXperiments and Technologies (CoNEXT) tenutosi a Virtual Event nel November 2020) [10.1145/3386367.3431670]. | 1-gen-2020 | Sacco, AlessioMarchetto, Guido + | CoNEXT_2020_camera_ready.pdf; 3386367.3431670.pdf |
| A Federated Learning Approach to Routing in Challenged SDN-Enabled Edge Networks / Sacco, Alessio; Esposito, Flavio; Marchetto, Guido. - ELETTRONICO. - (2020), pp. 150-154. (Intervento presentato al convegno 2020 6th IEEE Conference on Network Softwarization (NetSoft) tenutosi a Ghent, Belgium, Belgium nel 29 June-3 July 2020) [10.1109/NetSoft48620.2020.9165506]. | 1-gen-2020 | Alessio SaccoGuido Marchetto + | Blaster_certified.pdf; Netsoft_2020___Blaster.pdf |
| Automated optimal firewall orchestration and configuration in virtualized networks / Bringhenti, D.; Marchetto, G.; Sisto, R.; Valenza, F.; Yusupov, J.. - ELETTRONICO. - (2020), pp. 1-7. (Intervento presentato al convegno 2020 IEEE/IFIP Network Operations and Management Symposium, NOMS 2020 tenutosi a Budapest (HU) nel 2020) [10.1109/NOMS47738.2020.9110402]. | 1-gen-2020 | Bringhenti D.Marchetto G.Sisto R.Valenza F.Yusupov J. | noms.pdf; 2020NOMS_VEREFOO_author.pdf |
| Introducing programmability and automation in the synthesis of virtual firewall rules / Bringhenti, Daniele; Marchetto, Guido; Sisto, Riccardo; Valenza, Fulvio; Yusupov, Jalolliddin. - ELETTRONICO. - (2020), pp. 473-478. (Intervento presentato al convegno 2nd International Workshop on Cyber-Security Threats, Trust and Privacy Management in Software-defined and Virtualized Infrastructures (SecSoft), co-located with 2020 6th IEEE Conference on Network Softwarization (NetSoft) tenutosi a Ghent, Belgium nel 2020) [10.1109/NetSoft48620.2020.9165434]. | 1-gen-2020 | Bringhenti, DanieleMarchetto, GuidoSisto, RiccardoValenza, FulvioYusupov, Jalolliddin | main.pdf; secsoft.pdf |
| Resource Inference for Task Migration in Challenged Edge Networks with RITMO / Sacco, Alessio; Esposito, Flavio; Marchetto, Guido. - ELETTRONICO. - (2020), pp. 1-7. (Intervento presentato al convegno 2020 IEEE 9th International Conference on Cloud Networking (CloudNet) tenutosi a Virtual Event nel 9-11 November 2020) [10.1109/CloudNet51028.2020.9335807]. | 1-gen-2020 | Alessio SaccoGuido Marchetto + | Cloudnet - Ritmo - camera ready.pdf; 09335807.pdf |
| Short Paper: Automatic Configuration for an Optimal Channel Protection in Virtualized Networks / Bringhenti, Daniele; Marchetto, Guido; Sisto, Riccardo; Valenza, Fulvio. - ELETTRONICO. - (2020), pp. 25-30. (Intervento presentato al convegno 2nd Workshop on Cyber-Security Arms Race (CYSARM) tenutosi a Virtual Event nel November 13, 2020) [10.1145/3411505.3418439]. | 1-gen-2020 | Bringhenti,DanieleMarchetto,GuidoSisto,RiccardoValenza,Fulvio | 3411505.3418439.pdf; 2020_CYSARM_author.pdf |
| Work-in-Progress: A Formal Approach to Verify Fault Tolerance in Industrial Network Systems / Sacco, Alessio; Marchetto, Guido; Sisto, Riccardo; Valenza, Fulvio. - ELETTRONICO. - (2020), pp. 1-4. (Intervento presentato al convegno 2020 16th IEEE International Conference on Factory Communication Systems (WFCS) tenutosi a Porto, Portugal nel 27-29 April 2020) [10.1109/WFCS47810.2020.9114432]. | 1-gen-2020 | Alessio SaccoGuido MarchettoRiccardo SistoFulvio Valenza | WFCS_2020_WiP_submitted.pdf; 09114432.pdf |
| A Policy-Based Architecture for Container Migration in Software Defined Infrastructures / Tao, Xu; Flavio, Esposito; Sacco, Alessio; Marchetto, Guido. - ELETTRONICO. - (2019), pp. 198-202. (Intervento presentato al convegno 2019 IEEE Conference on Network Softwarization (NetSoft) tenutosi a Parigi nel June 2019) [10.1109/NETSOFT.2019.8806659]. | 1-gen-2019 | Xu TaoSACCO, ALESSIOGuido Marchetto + | Final_public.pdf |
| ADELE: An Architecture for Steering Traffic and Computations via Deep Learning in Challenged Edge Networks / Gaballo, Alessandro; Flocco, Matteo; Flavio, Esposito; Marchetto, Guido. - ELETTRONICO. - (2019), pp. 1-8. (Intervento presentato al convegno 4th International Conference on Computing, Communications and Security (ICCCS) tenutosi a Rome (Italy) nel October 2019) [10.1109/CCCS.2019.8888120]. | 1-gen-2019 | GABALLO, ALESSANDROMatteo FloccoGuido Marchetto + | 08888120.pdf; ADeLE-4.pdf |
| APRON: an Architecture for Adaptive Task Planning of Internet of Things in Challenged Edge Networks / Ventrella, Agnese V.; Flavio, Esposito; Sacco, Alessio; Flocco, Matteo; Marchetto, Guido; Srikanth, Gururajan. - ELETTRONICO. - (2019), pp. 1-6. (Intervento presentato al convegno 2019 IEEE 8th International Conference on Cloud Networking (CloudNet) tenutosi a Coimbra, Portugal nel 4-6 November 2019) [10.1109/CloudNet47604.2019.9064091]. | 1-gen-2019 | Alessio SaccoFLOCCO, MATTEOGuido Marchetto + | 09064091.pdf; Apron__accepted.pdf |