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The 14th IFIP/IEEE International Symposium on Integrated Network Management (IM 2015) - Experience Session
Tortonesi, Mauro; Y., Diao     dettagli >>

Curatela
ACM/IEEE,
in stampa

Proceedings of the 10th IEEE/IFIP International Workshop on Business-driven IT Management (BDIM 2015)
O., Appleton; M., Brenner; T., Schaaf; Tortonesi, Mauro     dettagli >>

Curatela
ACM/IEEE,
in stampa

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 >>

Atto di Convegno (Proceedings)
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 >>

Atto di Convegno (Proceedings)
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 >>

Atto di Convegno (Proceedings)
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 >>

Atto di Convegno (Proceedings)
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 >>

Atto di Convegno (Proceedings)
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 >>

Atto di Convegno (Proceedings)
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

KubeTwin: A Digital Twin Framework for Kubernetes Deployments at Scale
Borsatti, Davide; Cerroni, Walter; Foschini, Luca; Grabarnik, Genady Ya.; Manca, Lorenzo; Poltronieri, Filippo; Scotece, Domenico; Shwartz, Larisa; Stefanelli, Cesare; Tortonesi, Mauro; Zaccarini, Mattia     dettagli >>

Contributo in rivista (Pubblicazione in Rivista)
IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT
Vol. 21, No. 4, pp: 3889-3903, 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 >>

Atto di Convegno (Proceedings)
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 >>

Atto di Convegno (Proceedings)
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 >>

Atto di Convegno (Proceedings)
IEEE, Proceedings of the IEEE/IFIP Network Operations and Management Symposium 2024, NOMS 2024
Vol. 2024, No. 1, pp: 1-9, Anno: 2024

An MLOps Framework for GAN-based Fault Detection in Bonfiglioli’s EVO Plant
Dahdal, Simon; Colombi, Lorenzo; Brina, Matteo; Gilli, Alessandro; Tortonesi, Mauro; Vignoli, Massimiliano; Stefanelli, Cesare     dettagli >>

Contributo in rivista (Pubblicazione in Rivista)
INFOCOMMUNICATIONS JOURNAL
Vol. 16, No. 2, pp: 2-10, 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 >>

Atto di Convegno (Proceedings)
IEEE, 2024 27th Conference on Innovation in Clouds, Internet and Networks (ICIN)
Vol. 2024, No. 1, pp: 73-80, Anno: 2024

Chaos Engineering for Resilience Assessment of Digital Twins
Fogli, M.; Giannelli, C.; Poltronieri, F.; Stefanelli, C.; Tortonesi, M.     dettagli >>

Contributo in rivista (Pubblicazione in Rivista)
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
Vol. 20, No. 2, pp: 1134-1143, 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 >>

Atto di Convegno (Proceedings)
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 >>

Atto di Convegno (Proceedings)
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 >>

Atto di Convegno (Proceedings)
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 >>

Atto di Convegno (Proceedings)
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 >>

Atto di Convegno (Proceedings)
IEEE, Proceedings of 2023 IEEE Military Communications Conference (MILCOM 2023)
Vol. 2023, No. 1, pp: 424-429, Anno: 2023

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