Archivio Istituzionale della RicercaSACCO, ALESSIO
SACCO, ALESSIO
Dipartimento di Automatica e Informatica
030490
On Traffic Matrix Estimation via Super-Resolution and Federated Learning
In corso di stampa Pappone, Lorenzo; Sacco, Alessio; Esposito, Flavio
Scheduling Inference Workloads in the Computing Continuum with Reinforcement Learning
In corso di stampa Castellano, Gabriele; Nieto, Juan-José; Angi, Antonino; Àlvarez Terribas, Francisco; Luque, Jordi; Diego Andilla, Ferrán; Sacco, Alessio; Esposito, Flavio; Risso, Fulvio
A Perspective on LLM Data Generation with Few-shot Examples: from Intent to Kubernetes Manifest
2025 Angi, Antonino; Nedoshivina, Liubov; Sacco, Alessio; Braghin, Stefano; Purcell, Mark
A Survey on Intelligent Internet of Things: Applications, Security, Privacy, and Future Directions
2025 Aouedi, Ons; Vu, Thai-Hoc; Sacco, Alessio; Nguyen, Dinh C.; Piamrat, Kandaraj; Marchetto, Guido; Pham, Quoc-Viet
ClearNET: Enhancing Transparency in Opaque Network Models using eXplainable AI (XAI) for Efficient Traffic Engineering
2025 Zilli, Cristian; Sacco, Alessio; Esposito, Flavio; Marchetto, Guido
Dealing With Challenged IoT Networks in Hierarchical Federated Learning
2025 Sacco, Alessio; Monaco, Doriana; Marchetto, Guido; Montuschi, Paolo
FertilizeSmart: Exploiting IoT and Differential Evolution for Optimizing Crop Fertilization
2025 Tao, Xu; Cumini, Christian; Sacco, Alessio; Silvestri, Simone; Cortasa Montserrat, Salmeron; Marchetto, Guido
Flecto: Cross-Layer Adaptive Congestion Control with Reinforcement Learning
2025 Serra, Cristiano; Paolini, Emilio; Immich, Roger; Sacco, Alessio; Marchetto, Guido; Esposito, Flavio
LLNet: An Intent-Driven Approach to Instructing Softwarized Network Devices Using a Small Language Model
2025 Angi, Antonino; Sacco, Alessio; Marchetto, Guido
MARS: Multi-Agent Deep Reinforcement Learning for Complex Environment Exploration
2025 Gervino, Francesco; Eirale, Andrea; Chiaberge, Marcello; Sacco, Alessio; Marchetto, Guido; Casetti, Claudio
Mutant: Learning Congestion Control from Existing Protocols via Online Reinforcement Learning
2025 Pappone, Lorenzo; Sacco, Alessio; Esposito, Flavio
PathSafe: Secure Path Verification in Software-Defined Networks
2025 Monaco, Doriana; Antonijevi´c, Nikola; Duttagupta, Sayon; Singel´ee, Dave; Sacco, Alessio; Marin, Eduard; Preneel, Bart
Privacy Analysis of Oblivious DNS over HTTPS: A Website Fingerprinting Study
2025 Amir Salari, Mohammad; Kumar, Abhinav; Rinaudi, Federico; Tourani, Reza; Sacco, Alessio; Esposito, Flavio
Real-time latency prediction for cloud gaming applications
2025 Monaco, Doriana; Sacco, Alessio; Spina, Daniele; Strada, Francesco; Bottino, Andrea; Cerquitelli, Tania; Marchetto, Guido
Scheduling Latency-Sensitive Tasks in the Cloud Continuum with Hierarchical Reinforcement Learning
2025 Monaco, Doriana; Sacco, Alessio; Casetti, Claudio; Marchetto, Guido
Delay-Aware Routing in Software-Defined Networks via Network Tomography and Reinforcement Learning
2024 Tao, Xu; Monaco, Doriana; Sacco, Alessio; Silvestri, Simone; Marchetto, Guido
Federated Learning for Human Activity Recognition: Overview, Advances, and Challenges
2024 Aouedi, O.; Sacco, A.; Khan, L. U.; Nguyen, D. C.; Guizani, M.
Inferring Visibility of Internet Traffic Matrices Using eXplainable AI
2024 Zilli, Cristian; Sacco, Alessio; Monaco, Doriana; Okafor, Okwudilichukwu; Esposito, Flavio; Marchetto, Guido
Latency-aware Scheduling in the Cloud-Edge Continuum
2024 Chiaro, Cristopher; Monaco, Doriana; Sacco, Alessio; Casetti, Claudio; 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 |
|---|---|---|---|
| On Traffic Matrix Estimation via Super-Resolution and Federated Learning / Pappone, Lorenzo; Sacco, Alessio; Esposito, Flavio. - In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT. - ISSN 1932-4537. - ELETTRONICO. - (In corso di stampa). [10.1109/TNSM.2024.3516472] | In corso di stampa | Alessio Sacco + | On_Traffic_Matrix_Estimation_via_Super-Resolution_and_Federated_Learning.pdf |
| Scheduling Inference Workloads in the Computing Continuum with Reinforcement Learning / Castellano, Gabriele; Nieto, Juan-José; Angi, Antonino; Àlvarez Terribas, Francisco; Luque, Jordi; Diego Andilla, Ferrán; Sacco, Alessio; Esposito, Flavio; Risso, Fulvio. - ELETTRONICO. - (In corso di stampa), pp. 1-6. (Intervento presentato al convegno IEEE International Conference on Distributed Computing Systems (ICDCS) tenutosi a Glasgow (UK) nel 20 July - 23 July 2025). | In corso di stampa | Castellano, GabrieleAngi, AntoninoSacco, AlessioRisso, Fulvio + | 36422_Scheduling_Inference_Wor.pdf |
| A Perspective on LLM Data Generation with Few-shot Examples: from Intent to Kubernetes Manifest / Angi, Antonino; Nedoshivina, Liubov; Sacco, Alessio; Braghin, Stefano; Purcell, Mark. - ELETTRONICO. - 6: Industry Track:(2025), pp. 345-354. (Intervento presentato al convegno 63rd Annual Meeting of the Association for Computational Linguistics tenutosi a Vienna (AT) nel July 27–August 1st, 2025) [10.18653/v1/2025.acl-industry.27]. | 1-gen-2025 | Angi, AntoninoSacco, Alessio + | 2025.acl-industry.27.pdf |
| 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. - 27:2(2025), pp. 1238-1292. [10.1109/COMST.2024.3430368] | 1-gen-2025 | Alessio SaccoGuido Marchetto + | A_Survey_on_Intelligent_Internet_of_Things_Applications_Security_Privacy_and_Future_Directions.pdf |
| ClearNET: Enhancing Transparency in Opaque Network Models using eXplainable AI (XAI) for Efficient Traffic Engineering / Zilli, Cristian; Sacco, Alessio; Esposito, Flavio; Marchetto, Guido. - In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT. - ISSN 1932-4537. - ELETTRONICO. - 22:4(2025), pp. 3617-3631. [10.1109/TNSM.2025.3567654] | 1-gen-2025 | Cristian ZilliAlessio SaccoGuido Marchetto + | ClearNET___TNSM_25.pdf; ClearNET_Enhancing_Transparency_in_Opaque_Network_Models_Using_Explainable_AI_XAI_for_Efficient_Traffic_Engineering.pdf |
| Dealing With Challenged IoT Networks in Hierarchical Federated Learning / Sacco, Alessio; Monaco, Doriana; Marchetto, Guido; Montuschi, Paolo. - In: IEEE INTERNET OF THINGS JOURNAL. - ISSN 2327-4662. - ELETTRONICO. - 12:18(2025), pp. 36979-36992. [10.1109/JIOT.2025.3580627] | 1-gen-2025 | Alessio SaccoDoriana MonacoGuido MarchettoPaolo Montuschi | HPFL___IoTJ___accept.pdf; Dealing_With_Challenged_IoT_Networks_in_Hierarchical_Federated_Learning.pdf |
| FertilizeSmart: Exploiting IoT and Differential Evolution for Optimizing Crop Fertilization / Tao, Xu; Cumini, Christian; Sacco, Alessio; Silvestri, Simone; Cortasa Montserrat, Salmeron; Marchetto, Guido. - ELETTRONICO. - (2025), pp. 1-8. (Intervento presentato al convegno 2025 20th Wireless On-Demand Network Systems and Services Conference (WONS) tenutosi a Hintertux, Austria nel 27-29 January 2025). | 1-gen-2025 | Christian CuminiAlessio SaccoGuido Marchetto + | FertilizeSmart_Exploiting_IoT_and_Differential_Evolution_for_Optimizing_Crop_Fertilization.pdf; 1571097156 final.pdf |
| Flecto: Cross-Layer Adaptive Congestion Control with Reinforcement Learning / Serra, Cristiano; Paolini, Emilio; Immich, Roger; Sacco, Alessio; Marchetto, Guido; Esposito, Flavio. - ELETTRONICO. - (2025), pp. 1-6. (Intervento presentato al convegno 2025 IEEE 26th International Conference on High Performance Switching and Routing (HPSR) tenutosi a Suita, Osaka (JPN) nel 20-22 May 2025) [10.1109/HPSR64165.2025.11038888]. | 1-gen-2025 | Cristiano SerraAlessio SaccoGuido Marchetto + | 2025_HPSR_Flecto (1).pdf; Flecto_Cross-Layer_Adaptive_Congestion_Control_with_Reinforcement_Learning.pdf |
| LLNet: An Intent-Driven Approach to Instructing Softwarized Network Devices Using a Small Language Model / Angi, Antonino; Sacco, Alessio; Marchetto, Guido. - In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT. - ISSN 1932-4537. - ELETTRONICO. - 22:4(2025), pp. 3403-3418. [10.1109/tnsm.2025.3570017] | 1-gen-2025 | Angi, AntoninoSacco, AlessioMarchetto, Guido | TNSM_2025___LLNet___accept.pdf; LLNet_An_Intent-Driven_Approach_to_Instructing_Softwarized_Network_Devices_Using_a_Small_Language_Model.pdf |
| MARS: Multi-Agent Deep Reinforcement Learning for Complex Environment Exploration / Gervino, Francesco; Eirale, Andrea; Chiaberge, Marcello; Sacco, Alessio; Marchetto, Guido; Casetti, Claudio. - ELETTRONICO. - (2025), pp. 1-6. (Intervento presentato al convegno 22nd IEEE Consumer Communications and Networking Conference, CCNC 2025 tenutosi a Las Vegas, NV (USA) nel 10-13 January 2025) [10.1109/ccnc54725.2025.10976107]. | 1-gen-2025 | Gervino, FrancescoEirale, AndreaChiaberge, MarcelloSacco, AlessioMarchetto, GuidoCasetti, Claudio | MARS_Multi-Agent_Deep_Reinforcement_Learning_for_Complex_Environment_Exploration.pdf; MARS___ROBOCOM_24.pdf |
| Mutant: Learning Congestion Control from Existing Protocols via Online Reinforcement Learning / Pappone, Lorenzo; Sacco, Alessio; Esposito, Flavio. - ELETTRONICO. - (2025), pp. 1507-1522. (Intervento presentato al convegno 2025 22nd USENIX Symposium on Networked Systems Design and Implementation (NSDI) tenutosi a Philadelphia (USA) nel April 28–30, 2025). | 1-gen-2025 | Alessio Sacco + | nsdi25-pappone.pdf |
| PathSafe: Secure Path Verification in Software-Defined Networks / Monaco, Doriana; Antonijevi´c, Nikola; Duttagupta, Sayon; Singel´ee, Dave; Sacco, Alessio; Marin, Eduard; Preneel, Bart. - (2025). (Intervento presentato al convegno NOMS 2025-2025 IEEE Network Operations and Management Symposium tenutosi a Honolulu (USA) nel 12–16 May 2025) [10.1109/NOMS57970.2025.11073644]. | 1-gen-2025 | Doriana MonacoAlessio Sacco + | PathSafe_NOMS_2025-2.pdf; PathSafe_Secure_Path_Verification_in_Software-Defined_Networks.pdf |
| Privacy Analysis of Oblivious DNS over HTTPS: A Website Fingerprinting Study / Amir Salari, Mohammad; Kumar, Abhinav; Rinaudi, Federico; Tourani, Reza; Sacco, Alessio; Esposito, Flavio. - ELETTRONICO. - (2025), pp. 415-428. (Intervento presentato al convegno 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks tenutosi a Naples (ITA) nel June 23-26, 2025) [10.1109/DSN64029.2025.00048]. | 1-gen-2025 | Federico RinaudiAlessio Sacco + | ODoH__DSN_.pdf; Privacy_Analysis_of_Oblivious_DNS_over_HTTPS_a_Website_Fingerprinting_Study.pdf |
| Real-time latency prediction for cloud gaming applications / Monaco, Doriana; Sacco, Alessio; Spina, Daniele; Strada, Francesco; Bottino, Andrea; Cerquitelli, Tania; Marchetto, Guido. - In: COMPUTER NETWORKS. - ISSN 1389-1286. - 264:(2025). [10.1016/j.comnet.2025.111235] | 1-gen-2025 | Monaco, DorianaSacco, AlessioSpina, DanieleStrada, FrancescoBottino, AndreaCerquitelli, TaniaMarchetto, Guido | 1-s2.0-S1389128625002038-main.pdf |
| Scheduling Latency-Sensitive Tasks in the Cloud Continuum with Hierarchical Reinforcement Learning / Monaco, Doriana; Sacco, Alessio; Casetti, Claudio; Marchetto, Guido. - (2025). (Intervento presentato al convegno NOMS 2025-2025 IEEE Network Operations and Management Symposium tenutosi a Honolulu (USA) nel 12–16 May 2025) [10.1109/NOMS57970.2025.11073729]. | 1-gen-2025 | Doriana MonacoAlessio SaccoClaudio CasettiGuido Marchetto | RL_scheduler___NOMS_2025-4.pdf; Scheduling_Latency-Sensitive_Tasks_in_the_Cloud_Continuum_with_Hierarchical_Reinforcement_Learning.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 |
| Federated Learning for Human Activity Recognition: Overview, Advances, and Challenges / Aouedi, O.; Sacco, A.; Khan, L. U.; Nguyen, D. C.; Guizani, M.. - In: IEEE OPEN JOURNAL OF THE COMMUNICATIONS SOCIETY. - ISSN 2644-125X. - ELETTRONICO. - 5:(2024), pp. 7341-7367. [10.1109/OJCOMS.2024.3484228] | 1-gen-2024 | Sacco A. + | Federated_Learning_for_Human_Activity_Recognition_Overview_Advances_and_Challenges.pdf |
| Inferring Visibility of Internet Traffic Matrices Using eXplainable AI / Zilli, Cristian; Sacco, Alessio; Monaco, Doriana; Okafor, Okwudilichukwu; Esposito, Flavio; Marchetto, Guido. - (2024). (Intervento presentato al convegno IEEE/IFIP Network Operations and Management Symposium tenutosi a Seoul, South Korea nel 6–10 May 2024) [10.1109/NOMS59830.2024.10575173]. | 1-gen-2024 | Zilli,CristianSacco,AlessioMonaco,DorianaMarchetto,Guido + | XAI_and_TM_completion___IPSN_2024.pdf; Inferring_Visibility_of_Internet_Traffic_Matrices_Using_eXplainable_AI.pdf |
| Latency-aware Scheduling in the Cloud-Edge Continuum / Chiaro, Cristopher; Monaco, Doriana; Sacco, Alessio; Casetti, Claudio; Marchetto, Guido. - (2024). (Intervento presentato al convegno IEEE/IFIP Network Operations and Management Symposium tenutosi a Seoul, South Korea nel 6–10 May 2024) [10.1109/noms59830.2024.10575183]. | 1-gen-2024 | Chiaro, CristopherMonaco, DorianaSacco, AlessioCasetti, ClaudioMarchetto, Guido | Latency-aware_Scheduling_in_the_Cloud-Edge_Continuum.pdf; Scheduling_continuum___NOMS_2024__short____accept.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 |