SACCO, ALESSIO
SACCO, ALESSIO
Dipartimento di Automatica e Informatica
030490
A Survey on Intelligent Internet of Things: Applications, Security, Privacy, and Future Directions
2024 Aouedi, Ons; Vu, Thai-Hoc; Sacco, Alessio; Nguyen, Dinh C.; Piamrat, Kandaraj; Marchetto, Guido; Pham, Quoc-Viet
Delay-Aware Routing in Software-Defined Networks via Network Tomography and Reinforcement Learning
2024 Tao, Xu; Monaco, Doriana; Sacco, Alessio; Silvestri, Simone; Marchetto, Guido
Load Profiling via In-Band Flow Classification and P4 With Howdah
2024 Angi, Antonino; Sacco, Alessio; Esposito, Flavio; Marchetto, Guido; Clemm, Alexander
NAIL: A Network Management Architecture for Deploying Intent into Programmable Switches
2024 Angi, Antonino; Sacco, Alessio; Esposito, Flavio; Marchetto, Guido; Clemm, Alexander
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
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
A Self-Learning Strategy for Task Offloading in UAV Networks
2022 Sacco, Alessio; Esposito, Flavio; Marchetto, Guido; Montuschi, Paolo
Restoring Application Traffic of Latency-Sensitive Networked Systems using Adversarial Autoencoders
2022 Sacco, Alessio; Esposito, Flavio; Marchetto, Guido
Resource Inference for Sustainable and Responsive Task Offloading in Challenged Edge Networks
2021 Sacco, Alessio; Esposito, Flavio; Marchetto, Guido
Supporting Sustainable Virtual Network Mutations with Mystique
2021 Sacco, Alessio; Flocco, Matteo; Esposito, Flavio; Marchetto, Guido
Sustainable Task Offloading in UAV Networks via Multi-Agent Reinforcement Learning
2021 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
On Edge Computing for Remote Pathology Consultations and Computations
2020 Sacco, Alessio; Esposito, Flavio; Marchetto, Guido; Kolar, Grant; Schwetye, Kate
RoPE: An Architecture for Adaptive Data-Driven Routing Prediction at the Edge
2020 Sacco, Alessio; Esposito, Flavio; Marchetto, Guido
Citazione | Data di pubblicazione | Autori | File |
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A Survey on Intelligent Internet of Things: Applications, Security, Privacy, and Future Directions / Aouedi, Ons; Vu, Thai-Hoc; Sacco, Alessio; Nguyen, Dinh C.; Piamrat, Kandaraj; Marchetto, Guido; Pham, Quoc-Viet. - In: IEEE COMMUNICATIONS SURVEYS AND TUTORIALS. - ISSN 1553-877X. - ELETTRONICO. - (2024). [10.1109/COMST.2024.3430368] | 1-gen-2024 | Alessio SaccoGuido Marchetto + | A_Survey_on_Intelligent_Internet_of_Things_Applications_Security_Privacy_and_Future_Directions.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.pdf; IEEE_TNSE_Journal___Network_Tomography_final_version.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 |
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.pdf; NAIL_A_Network_Management_Architecture_for_Deploying_Intent_into_Programmable_Switches.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 |
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 |
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 |
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 |
Resource Inference for Sustainable and Responsive Task Offloading in Challenged Edge Networks / Sacco, Alessio; Esposito, Flavio; Marchetto, Guido. - In: IEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING. - ISSN 2473-2400. - ELETTRONICO. - 5:3(2021), pp. 1114-1127. [10.1109/TGCN.2021.3091812] | 1-gen-2021 | Alessio SaccoGuido Marchetto + | TGCN_2020___Ritmo_extended___for_publication.pdf; Resource_Inference_for_Sustainable_and_Responsive_Task_Offloading_in_Challenged_Edge_Networks.pdf |
Supporting Sustainable Virtual Network Mutations with Mystique / Sacco, Alessio; Flocco, Matteo; Esposito, Flavio; Marchetto, Guido. - In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT. - ISSN 1932-4537. - 18:3(2021), pp. 2714-2727. [10.1109/TNSM.2021.3059647] | 1-gen-2021 | Alessio SaccoGuido Marchetto + | FINAL_VERSION.pdf; Supporting_Sustainable_Virtual_Network_Mutations_With_Mystique.pdf |
Sustainable Task Offloading in UAV Networks via Multi-Agent Reinforcement Learning / Sacco, Alessio; Esposito, Flavio; Marchetto, Guido; Montuschi, Paolo. - In: IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY. - ISSN 0018-9545. - ELETTRONICO. - 70:5(2021), pp. 5003-5015. [10.1109/TVT.2021.3074304] | 1-gen-2021 | Alessio SaccoGuido MarchettoPaolo Montuschi + | 09409695.pdf; FINAL VERSION.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 |
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 |
RoPE: An Architecture for Adaptive Data-Driven Routing Prediction at the Edge / Sacco, Alessio; Esposito, Flavio; Marchetto, Guido. - In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT. - ISSN 1932-4537. - ELETTRONICO. - 17:2(2020), pp. 986-999. [10.1109/TNSM.2020.2980899] | 1-gen-2020 | Alessio SaccoGuido Marchetto + | TNSM 2019 - Rope - final.pdf; TNSM_Rope_final.pdf |