Archivio Istituzionale della RicercaSACCO, ALESSIO
SACCO, ALESSIO
Dipartimento di Automatica e Informatica
030490
A Collaborative and Distributed Learning-Based Solution to Autonomously Plan Computer Networks
2023 Monaco, Doriana; Sacco, Alessio; Alberti, Enrico; Marchetto, Guido; Esposito, Flavio
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
A Policy-Based Architecture for Container Migration in Software Defined Infrastructures
2019 Tao, Xu; Flavio, Esposito; Sacco, Alessio; Marchetto, Guido
A Self-Learning Strategy for Task Offloading in UAV Networks
2022 Sacco, Alessio; Esposito, Flavio; Marchetto, Guido; Montuschi, Paolo
An architecture for adaptive task planning in support of IoT-based machine learning applications for disaster scenarios
2020 Sacco, Alessio; Flocco, Matteo; Esposito, Flavio; 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
Completing and Predicting Internet Traffic Matrices Using Adversarial Autoencoders and Hidden Markov Models
2023 Sacco, Alessio; Esposito, Flavio; Marchetto, Guido
EdgeEcho: An Architecture for Echocardiology at the Edge
2021 Khalid, Aman; Esposito, Flavio; Sacco, Alessio; Smart, Steven C.
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
Howdah: Load Profiling via In-Band Flow Classification and P4
2022 Angi, Antonino; Sacco, Alessio; Esposito, Flavio; Marchetto, Guido; Clemm, Alexander
LiveMicro: An Edge Computing System for Collaborative Telepathology
2019 Sacco, Alessio; Esposito, Flavio; Okorie, Princewill; Marchetto, Guido
Load Profiling via In-Band Flow Classification and P4 With Howdah
2023 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
On Control and Data Plane Programmability for Data-Driven Networking
2021 Sacco, Alessio; Esposito, Flavio; Marchetto, Guido
On Edge Computing for Remote Pathology Consultations and Computations
2020 Sacco, Alessio; Esposito, Flavio; Marchetto, Guido; Kolar, Grant; Schwetye, Kate
Owl: Congestion Control with Partially Invisible Networks via Reinforcement Learning
2021 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
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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. - (2023), pp. 1-15. [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 |
| EdgeEcho: An Architecture for Echocardiology at the Edge / Khalid, Aman; Esposito, Flavio; Sacco, Alessio; Smart, Steven C.. - ELETTRONICO. - (2021), pp. 412-416. (Intervento presentato al convegno 2021 17th International Conference on Network and Service Management (CNSM) tenutosi a Izmir, Turkey nel 25-29 October 2021) [10.23919/CNSM52442.2021.9615595]. | 1-gen-2021 | Alessio Sacco + | EdgeEcho_An_Architecture_for_Echocardiology_at_the_Edge.pdf; EdgeECHO - final 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 |
| 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 |
| 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 |
| LiveMicro: An Edge Computing System for Collaborative Telepathology / Sacco, Alessio; Esposito, Flavio; Okorie, Princewill; Marchetto, Guido. - ELETTRONICO. - (2019), pp. 1-6. (Intervento presentato al convegno 2nd USENIX Workshop on Hot Topics in Edge Computing (HotEdge 19) tenutosi a Renton, WA nel July 9, 2019). | 1-gen-2019 | Alessio SaccoGuido Marchetto + | hotedge19-paper-sacco.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. - (2023), pp. 1-15. [10.1109/TNSM.2023.3299729] | 1-gen-2023 | Antonino AngiAlessio SaccoGuido Marchetto + | Load_Profiling_via_In-Band_Flow_Classification_and_P4_With_Howdah.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 |
| 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 |
| 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 |
| 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 |
| 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. - (2023), pp. 1-9. [10.1109/ACCESS.2023.3318109] | 1-gen-2023 | Alessio SaccoAntonino AngiGuido Marchetto + | P4FL_An_Architecture_for_Federating_Learning_with_In-Network_Processing.pdf |