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Multivariate Time Series Anomaly Detection in Industry 5.0
Colombi, Lorenzo; Vespa, Michela; Belletti, Nicolas; Brina, Matteo; Dahdal, Simon; Tabanelli, Filippo; Bellodi, Elena; Tortonesi, Mauro; Stefanelli, Cesare; Vignoli, Massimiliano     dettagli >>
CINI Data Science Lab, Proceedings of The 3rd Italian Conference on Big Data and Data Science (ITADATA 2024)
pp: 1-12, Anno: 2024

Optimizing Industry 5.0 Machine Learning-Based Applications via Synthetic Data Generation
Colombi, Lorenzo; Brina, Matteo; Vespa, Michela; Tabanelli, Filippo; Dahdal, Simon; Bellodi, Elena; Venanzi, Riccardo; Tortonesi, Mauro; Vignoli, Massimiliano; Stefanelli, Cesare     dettagli >>
Institute of Electrical and Electronics Engineers Inc., IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, CAMAD
pp: 1-6, Anno: 2024

Efficient Data Dissemination via Semantic Filtering at the Tactical Edge
Colombi, Lorenzo; Dahdal, Simon; Di Caro, Edoardo; Fronteddu, Roberto; Gilli, Alessandro; Morelli, Alessandro; Poltronieri, Filippo; Tortonesi, Mauro; Suri, Niranjan; Stefanelli, Cesare     dettagli >>
Institute of Electrical and Electronics Engineers Inc., Proceedings of the MILCOM 2024 - 2024 IEEE Military Communications Conference (MILCOM)
Vol. 2024, No. 1, pp: 457-462, Anno: 2024

Multi-objective scheduling and resource allocation of Kubernetes replicas across the compute continuum
Di Cicco, Nicola; Poltronieri, Filippo; Santos, Jose; Zaccarini, Mattia; Tortonesi, Mauro; Stefanelli, Cesare; de Turck, Filip     dettagli >>
IEEE, Proceedings of the 20th International Conference on Network and Service Management : CNSM2024
Vol. 2024, No. 1, pp: 1-9, Anno: 2024

Enabling Big Data and Machine Learning Applications in High-Stakes Environments
Dahdal, Simon; Tortonesi, Mauro     dettagli >>
Institute of Electrical and Electronics Engineers Inc., Proceedings of the NOMS 2024-2024 IEEE Network Operations and Management Symposium
Vol. 2024, No. 1, pp: 1-4, Anno: 2024

The Evolution of Kubernetes Management: Introducing the KubeTwin Framework
Zaccarini, Mattia; Tortonesi, Mauro; Poltronieri, Filippo     dettagli >>
Institute of Electrical and Electronics Engineers Inc., Proceedings of the NOMS 2024-2024 IEEE Network Operations and Management Symposium
Vol. 2024, No. 1, pp: 1-4, Anno: 2024

Kubernetes Enhanced Stateful Service Migration for ML-Driven Applications in Industry 4.0 Scenarios
Bellavista, Paolo; Dahdal, Simon; Foschini, Luca; Tazzioli, Davide; Tortonesi, Mauro; Venanzi, Riccardo     dettagli >>
Institute of Electrical and Electronics Engineers Inc., Proceedings of the2024 IEEE Annual Congress on Artificial Intelligence of Things (AIoT)
Vol. 2024, No. 1, pp: 25-31, Anno: 2024

A Machine Learning Operations Platform for Streamlined Model Serving in Industry 5.0
Colombi, Lorenzo; Gilli, Alessandro; Dahdal, Simon; Boleac, Ion; Tortonesi, Mauro; Stefanelli, Cesare; Vignoli, Massimiliano     dettagli >>
Institute of Electrical and Electronics Engineers Inc., Proceedings of the NOMS 2024-2024 IEEE Network Operations and Management Symposium
Vol. 2024, No. 1, pp: 1-6, Anno: 2024

Efficient Microservice Deployment in Kubernetes Multi-Clusters through Reinforcement Learning
Santos, José; Zaccarini, Mattia; Poltronieri, Filippo; Tortonesi, Mauro; Stefanelli, Cesare; Di Cicco, Nicola; De Turck, Filip     dettagli >>
IEEE, Proceedings of the IEEE/IFIP Network Operations and Management Symposium 2024, NOMS 2024
Vol. 2024, No. 1, pp: 1-9, Anno: 2024

VOICE: Value-of-Information for Compute Continuum Ecosystems
Zaccarini, Mattia; Cantelli, Benedetta; Fazio, Maria; Fornaciari, William; Poltronieri, Filippo; Stefanelli, Cesare; Tortonesi, Mauro     dettagli >>
IEEE, 2024 27th Conference on Innovation in Clouds, Internet and Networks (ICIN)
Vol. 2024, No. 1, pp: 73-80, Anno: 2024

RoamML Platform: Enabling Distributed Continual Learning for Disaster Relief Operations
Dahdal, Simon; Gilli, Alessandro; Poltronieri, Filippo; Tortonesi, Mauro; Stefanelli, Cesare; Suri, Niranjan     dettagli >>
IEEE, Proceedings of the 2024 IEEE Symposium on Computers and Communications (ISCC)
Vol. 2024, No. 1, pp: 1-6, Anno: 2024

TELKA: Twin-Enhanced Learning for Kubernetes Applications
Zaccarini, Mattia; Borsatti, Davide; Cerroni, Walter; Foschini, Luca; Grabarnik, Genady Ya.; Manca, Lorenzo; Poltronieri, Filippo; Scotece, Domenico; Shwartz, Larisa; Stefanelli, Cesare; Tortonesi, Mauro     dettagli >>
IEEE, Proceedings of the 2024 IEEE Symposium on Computers and Communications (ISCC)
Vol. 2024, No. 1, pp: 1-6, Anno: 2024

Using Simulation and DT to Improve Performance of Systems Operation Modeling
Grabarnik Genady, Ya.; Poltronieri, Filippo; Tortonesi, Mauro; Zaccarini, Mattia; and Shwartz, Larisa     dettagli >>
IBM Corp, CASCON 2023 Proceedings : 33rd Annual International Conference on Computer Science and Software Engineering
Vol. 2023, No. 1, pp: 217-221, Anno: 2023

RoamML: Distributed Machine Learning at the Tactical Edge
Dahdal, Simon; Poltronieri, Filippo; Gilli, Alessandro; Tortonesi, Mauro; Fronteddu, Roberto; Galliera, Raffaele; Suri, Niranjan     dettagli >>
IEEE, Proceedings of the MILCOM 2023 - 2023 IEEE Military Communications Conference (MILCOM)
Vol. 2023, No. 1, pp: 33-38, Anno: 2023

Learning to Sail Dynamic Networks: The MARLIN Reinforcement Learning Framework for Congestion Control in Tactical Environments
Galliera, Raffaele; Zaccarini, Mattia; Morelli, Alessandro; Fronteddu, Roberto; Poltronieri, Filippo; Suri, Niranjan; Tortonesi, Mauro     dettagli >>
IEEE, Proceedings of 2023 IEEE Military Communications Conference (MILCOM 2023)
Vol. 2023, No. 1, pp: 424-429, Anno: 2023

Adaptive Information Dissemination Over Tactical Edge Networks
Suri, Niranjan; Campioni, Lorenzo; Di Caro, Edoardo; Breedy, Maggie; Morelli, Alessandro; Fronteddu, Roberto; Tortonesi, Mauro     dettagli >>
IEEE, Proceedings of 2023 International Conference on Military Communications and Information Systems (ICMCIS 2023)
Vol. 2023, No. 1, pp: 1-7, Anno: 2023

Characterization of Microservice Response Time in Kubernetes: A Mixture Density Network Approach
Manca, Lorenzo; Borsatti, Davide; Poltronieri, Filippo; Zaccarini, Mattia; Scotece, Domenico; Davoli, Gianluca; Foschini, Luca; Grabarnik, Genady Ya.; Shwartz, Larisa; Stefanelli, Cesare; Tortonesi, Mauro; Cerroni, Walter     dettagli >>
IEEE, 2023 19th International Conference on Network and Service Management (CNSM) : Network and Service Management in the Era of Generative AI and Digital Twins
pp: 1-9, Anno: 2023

A Data Mesh Approach for Enabling Data-Centric Applications at the Tactical Edge
Dahdal, Simon; Poltronieri, Filippo; Tortonesi, Mauro; Stefanelli, Cesare; Suri, Niranjan     dettagli >>
Institute of Electrical and Electronics Engineers Inc., 2023 International Conference on Military Communications and Information Systems (ICMCIS)
pp: 1-9, Anno: 2023

A Systematic Mapping Study of Italian Research on Workflows
Aldinucci, Marco; Baralis, Elena Maria; Cardellini, Valeria; Colonnelli, Iacopo; Danelutto, Marco; Decherchi, Sergio; Di Modica, Giuseppe; Ferrucci, Luca; Gribaudo, Marco; Iannone, Francesco; Lapegna, Marco; Medic, Doriana; Muscianisi, Giuseppa; Righetti, Francesca; Sciacca, Eva; Tonellotto, Nicola; Tortonesi, Mauro; Trunfio, Paolo; Vardanega, Tullio     dettagli >>
Association for Computing Machinery (ACM), SC-W '23 : Proceedings of the SC '23 Workshops of the International Conference on High Performance Computing, Network, Storage, and Analysis
Vol. 2023, No. 1, pp: 2065-2076, Anno: 2023

Modeling Digital Twins of Kubernetes-Based Applications
Borsatti, Davide; Cerroni, Walter; Foschini, Luca; Grabarnik, Genady Ya.; Poltronieri, Filippo; Scotece, Domenico; Shwartz, Larisa; Stefanelli, Cesare; Tortonesi, Mauro; Zaccarini, Mattia     dettagli >>
Institute of Electrical and Electronics Engineers Inc., 2023 IEEE Symposium on Computers and Communications (ISCC)
Vol. 2023-, No. 1, pp: 219-224, Anno: 2023

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