Archivio Istituzionale della RicercaSACCO, ALESSIO
SACCO, ALESSIO
Dipartimento di Automatica e Informatica
030490
Adaptive SDN Autoscaling via Generalizable Multi-Agent Reinforcement Learning with EAGLE
2026 Monaco, Doriana; Sacco, Alessio; Esposito, Flavio; Marchetto, Guido
AgriSmart: An IoT-enabled framework for agricultural resource optimization
2026 Tao, Xu; Butcher, Jackson; Cumini, Christian; Talasila, Mounica; Montserrat, Salmeron Cortasa; Sacco, Alessio; Popp, Michael; Marchetto, Guido; Silvestri, Simone
Binocular: Dual-Plane Anomaly Detection with In-Switch Inference and Control-Plane Refinement
2026 Geraci, Simone; Pappone, Lorenzo; Sacco, Alessio; Esposito, Flavio
CROWN: Cross-attention reinforcement learning for O-RAN wireless networks
2026 Monaco, Doriana; Sacco, Alessio; Marchetto, Guido
Formal Verification and Mitigation of Vulnerabilities in the IMDGuard Protocol
2026 Coduri, Christian; Sacco, Alessio; Marchetto, Guido; Sisto, Riccardo
GLASS: Knowledge Graph-Guided for LLM-Assisted Semantic Communication
2026 Bacaloni, Loris; Sacco, Alessio
Injecting Textual Spatial Context into Vision-Language Models for Surgical Scene Understanding
2026 Martignano, Antonio; Guo, Lin; Camerota, Chiara; Sacco, Alessio; Esposito, Flavio
MERGE: Multi-Scenario Embedding for Robust Generalization in Network Anomaly Detection
2026 Colella, Christian; Serra, Cristiano; Sacco, Alessio; Marchetto, Guido
On Traffic Matrix Estimation via Super-Resolution and Federated Learning
2026 Pappone, Lorenzo; Sacco, Alessio; Esposito, Flavio
TCP-HAR: On-Device Transferable and Copyright-Preserving Human Activity Recognition
2026 Sacco, Alessio; Palermo, Bruno; Figliolino, Giulio; Contoli, Chiara; Marchetto, Guido; Esposito, Flavio
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
Enforcing Security Policies in the Application Layer and the Data Plane
2025 Rinaudi, Federico; Sacco, Alessio; Marchetto, Guido
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
Intent-Based Kubernetes Configuration via LLMs: Current Trends and Open Challenges
2025 Sacco, Alessio; Zilli, Cristian; Marchetto, Guido
LLNet: An Intent-Driven Approach to Instructing Softwarized Network Devices Using a Small Language Model
2025 Angi, Antonino; Sacco, Alessio; Marchetto, Guido
MAESTRO: Supporting Real-Time Segmentation Networks on Surgical Systems via Edge Computing
2025 Guo, Lin; Fiorella, Francesco; Pinto, Andrea; Sacco, Alessio; Mahmoud, Mohammad; Esposito, Flavio
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Adaptive SDN Autoscaling via Generalizable Multi-Agent Reinforcement Learning with EAGLE / Monaco, D., Sacco, A., Esposito, F., Marchetto, G.. - In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT. - ISSN 1932-4537. - (2026), pp. 1-1. [10.1109/TNSM.2026.3717361] | 1-gen-2026 | Doriana MonacoAlessio SaccoGuido Marchetto + | - |
| AgriSmart: An IoT-enabled framework for agricultural resource optimization / Tao, X.u., Butcher, J., Cumini, C., Talasila, M., Montserrat, S.C., Sacco, A., Popp, M., Marchetto, G., Silvestri, S.. - In: COMPUTER COMMUNICATIONS. - ISSN 0140-3664. - ELETTRONICO. - 248:(2026). [10.1016/j.comcom.2026.108416] | 1-gen-2026 | Sacco, AlessioMarchetto, Guido + | 1-s2.0-S014036642600006X-main.pdf; ComCom_Journal_revision___copy.pdf |
| Binocular: Dual-Plane Anomaly Detection with In-Switch Inference and Control-Plane Refinement / Geraci, S., Pappone, L., Sacco, A., Esposito, F.. - ELETTRONICO. - (2026), pp. 28-36. (2026 IEEE 12th International Conference on Network Softwarization (NetSoft) Berlin (DEU) 29 June - 03 July 2026) [10.1109/netsoft70012.2026.11603508]. | 1-gen-2026 | Geraci, SimoneSacco, Alessio + | Binocular_Dual-Plane_Anomaly_Detection_with_In-Switch_Inference_and_Control-Plane_Refinement.pdf; BINOCULAR___NetSoft_2026 (1).pdf |
| CROWN: Cross-attention reinforcement learning for O-RAN wireless networks / Monaco, D., Sacco, A., Marchetto, G.. - In: COMPUTER NETWORKS. - ISSN 1389-1286. - 282:(2026). [10.1016/j.comnet.2026.112276] | 1-gen-2026 | Doriana MonacoAlessio SaccoGuido Marchetto | 1-s2.0-S1389128626002884-main.pdf |
| Formal Verification and Mitigation of Vulnerabilities in the IMDGuard Protocol / Coduri, C., Sacco, A., Marchetto, G., Sisto, R.. - (2026). (The 24th International Conference on Pervasive Computing and Communications (PerCom 2026) Pisa (IT) 16-20 March 2026) [10.1109/PerComWorkshops68308.2026.11585400]. | 1-gen-2026 | Coduri, ChristianSacco, AlessioMarchetto, GuidoSisto, Riccardo | a6-coduri final.pdf; Formal_Verification_and_Mitigation_of_Vulnerabilities_in_the_IMDGuard_Protocol.pdf |
| GLASS: Knowledge Graph-Guided for LLM-Assisted Semantic Communication / Bacaloni, L., Sacco, A.. - ELETTRONICO. - (2026), pp. 31-38. (24th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and WirelessNetworks, WiOpt 2026 Columbus, OH (USA) 03-06 June 2026) [10.23919/wiopt71098.2026.11568247]. | 1-gen-2026 | Sacco, Alessio + | GLASS_Knowledge_Graph-Guided_for_LLM-Assisted_Semantic_Communication.pdf; LLM_semantic_communication___MOSC_2026 (1).pdf |
| Injecting Textual Spatial Context into Vision-Language Models for Surgical Scene Understanding / Martignano, A., Guo, L., Camerota, C., Sacco, A., Esposito, F.. - ELETTRONICO. - (2026), pp. 1-5. (Medical Imaging with Deep Learning (MIDL) 2025 Taipei, Taiwan July 8–10, 2026). | 1-gen-2026 | Alessio Sacco + | 109_Injecting_Textual_Spatial_.pdf |
| MERGE: Multi-Scenario Embedding for Robust Generalization in Network Anomaly Detection / Colella, C., Serra, C., Sacco, A., Marchetto, G.. - ELETTRONICO. - (2026), pp. 463-468. (IEEE NetSoft 2026 - 5th International Workshop on Edge Network Softwarization Berlin (DEU) 29 June - 03 July 2026) [10.1109/netsoft70012.2026.11603479]. | 1-gen-2026 | Colella, ChristianSerra, CristianoSacco, AlessioMarchetto, Guido | MERGE_Multi-Scenario_Embedding_for_Robust_Generalization_in_Network_Anomaly_Detection.pdf; MERGE_2026.pdf |
| On Traffic Matrix Estimation via Super-Resolution and Federated Learning / Pappone, L., Sacco, A., Esposito, F.. - In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT. - ISSN 1932-4537. - ELETTRONICO. - 23:(2026), pp. 544-554. [10.1109/TNSM.2024.3516472] | 1-gen-2026 | Alessio Sacco + | On_Traffic_Matrix_Estimation_via_Super-Resolution_and_Federated_Learning.pdf; On_Traffic_Matrix_Estimation_via_Super-Resolution_and_Federated_Learning.pdf |
| TCP-HAR: On-Device Transferable and Copyright-Preserving Human Activity Recognition / Sacco, A., Palermo, B., Figliolino, G., Contoli, C., Marchetto, G., Esposito, F.. - In: PERVASIVE AND MOBILE COMPUTING. - ISSN 1574-1192. - ELETTRONICO. - 117:(2026). [10.1016/j.pmcj.2026.102163] | 1-gen-2026 | Sacco, AlessioPalermo, BrunoFigliolino, GiulioMarchetto, Guido + | 1-s2.0-S1574119226000040-main.pdf |
| A Perspective on LLM Data Generation with Few-shot Examples: from Intent to Kubernetes Manifest / Angi, A., Nedoshivina, L., Sacco, A., Braghin, S., Purcell, M.. - ELETTRONICO. - 6: Industry Track:(2025), pp. 345-354. (63rd Annual Meeting of the Association for Computational Linguistics Vienna (AT) 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, O., Vu, T., Sacco, A., Nguyen, D.C., Piamrat, K., Marchetto, G., Pham, Q.. - 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, C., Sacco, A., Esposito, F., Marchetto, G.. - 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, A., Monaco, D., Marchetto, G., Montuschi, P.. - 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 |
| Enforcing Security Policies in the Application Layer and the Data Plane / Rinaudi, F., Sacco, A., Marchetto, G.. - ELETTRONICO. - (2025). (2025 21st International Conference on Network and Service Management (CNSM) Bologna (ITA) 27 - 31 October 2025) [10.23919/CNSM67658.2025.11297512]. | 1-gen-2025 | Federico RinaudiAlessio SaccoGuido Marchetto | 1571190298 final (2).pdf; Enforcing_Security_Policies_in_the_Application_Layer_and_the_Data_Plane.pdf |
| FertilizeSmart: Exploiting IoT and Differential Evolution for Optimizing Crop Fertilization / Tao, X.u., Cumini, C., Sacco, A., Silvestri, S., Cortasa Montserrat, S., Marchetto, G.. - ELETTRONICO. - (2025), pp. 1-8. (2025 20th Wireless On-Demand Network Systems and Services Conference (WONS) Hintertux, Austria 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, C., Paolini, E., Immich, R., Sacco, A., Marchetto, G., Esposito, F.. - ELETTRONICO. - (2025), pp. 1-6. (2025 IEEE 26th International Conference on High Performance Switching and Routing (HPSR) Suita, Osaka (JPN) 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 |
| Intent-Based Kubernetes Configuration via LLMs: Current Trends and Open Challenges / Sacco, A., Zilli, C., Marchetto, G.. - (2025), pp. 1-7. (2025 IEEE 50th Conference on Local Computer Networks (LCN) Sydney, Australia 13-16 October 2025) [10.1109/lcn65610.2025.11146359]. | 1-gen-2025 | Sacco, AlessioZilli, CristianMarchetto, Guido | Intent-Based_Kubernetes_Configuration_via_LLMs_Current_Trends_and_Open_Challenges.pdf; LCN_2025___k8s_with_LLM (1).pdf |
| LLNet: An Intent-Driven Approach to Instructing Softwarized Network Devices Using a Small Language Model / Angi, A., Sacco, A., Marchetto, G.. - 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 |
| MAESTRO: Supporting Real-Time Segmentation Networks on Surgical Systems via Edge Computing / Guo, L., Fiorella, F., Pinto, A., Sacco, A., Mahmoud, M., Esposito, F.. - ELETTRONICO. - (2025), pp. 1-5. (Medical Imaging with Deep Learning (MIDL) 2025 Salt Lake City (USA) 9-11 July 2025). | 1-gen-2025 | Francesco FiorellaAlessio Sacco + | 103_MAESTRO_Supporting_Real_Ti.pdf |