Sfoglia per Autore
Towards Autonomous Computer Networks in Support of Critical Systems
2022 Sacco, Alessio
Towards Autonomous Computer Networks in Support of Critical Systems
2023 Sacco, Alessio; Marchetto, Guido
HINT: Supporting Congestion Control Decisions with P4-driven In-Band Network Telemetry
2023 Sacco, Alessio; Angi, Antonino; Esposito, Flavio; Marchetto, Guido
Partially Oblivious Congestion Control for the Internet via Reinforcement Learning
2023 Sacco, Alessio; Flocco, Matteo; Esposito, Flavio; Marchetto, Guido
P4FL: An Architecture for Federating Learning with In-Network Processing
2023 Sacco, Alessio; Angi, Antonino; Marchetto, Guido; Esposito, Flavio
Hide & Seek: Traffic Matrix Completion and Inference Using Hidden Information
2023 Sacco, Alessio; Esposito, Flavio; Marchetto, Guido
A Collaborative and Distributed Learning-Based Solution to Autonomously Plan Computer Networks
2023 Monaco, Doriana; Sacco, Alessio; Alberti, Enrico; Marchetto, Guido; Esposito, Flavio
Handling Privacy-Sensitive Medical Data With Federated Learning: Challenges and Future Directions
2023 Aouedi, Ons; Sacco, Alessio; Piamrat, Kandaraj; 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
Completing and Predicting Internet Traffic Matrices Using Adversarial Autoencoders and Hidden Markov Models
2023 Sacco, Alessio; Esposito, Flavio; Marchetto, Guido
Load Profiling via In-Band Flow Classification and P4 With Howdah
2024 Angi, Antonino; Sacco, Alessio; Esposito, Flavio; Marchetto, Guido; Clemm, Alexander
Citazione | Data di pubblicazione | Autori | File |
---|---|---|---|
Towards Autonomous Computer Networks in Support of Critical Systems / Sacco, Alessio. - (2022 Jun 13), pp. 1-165. | 13-giu-2022 | SACCO, ALESSIO | PhD_Thesis_-_revised.pdf; PhD_Summary.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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
Legenda icone
- file ad accesso aperto
- file disponibili sulla rete interna
- file disponibili agli utenti autorizzati
- file disponibili solo agli amministratori
- file sotto embargo
- nessun file disponibile