|
Semantic Information Management Systems
Fronteddu, Roberto; Ardinghi, Umberto; Colombi, Lorenzo; Dahdal, Simon; Morelli, Alessandro; Tortonesi, Mauro; Stefanelli, Cesare; Suri, Niranjan
dettagli >>
|
Institute of Electrical and Electronics Engineers Inc.,
Proceedings of the 025 International Conference on Military Communication and Information Systems (ICMCIS)
Vol. 2025, No. 1, pp: 153-161, Anno: 2025 |
|
|
|
|
Towards Cognitive Microservice Orchestration in the Multi-Cloud Continuum
Drudi, Elisa; Di Modica, Giuseppe; Foschini, Luca; Galantino, Stefano; Risso, Fulvio; Ardinghi, Umberto; Poltronieri, Filippo; Tortonesi, Mauro
dettagli >>
|
Association for Computing Machinery,
Mid4CC 2025 - Proceedings of the the 3rd ACM International Workshop on Middleware for the Computing Continuum, Mid4CC 2025, Part of: Middleware 2025
Vol. 2025, No. 1, pp: 7-12, Anno: 2025 |
|
|
|
|
Exploring Explainable and Causal AI for Feature Selection in Industry 5.0
Colombi, Lorenzo; Belletti, Nicolas; Ferrari, Lucia; Tabanelli, Filippo; Dahdal, Simon; Ngatcha, Franck; Venanzi, Riccardo; Tortonesi, Mauro; Stefanelli, Cesare
dettagli >>
|
IEEE,
Proceedings of the 2025 IEEE 30th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD)
Vol. 2025, No. 1, pp: 1-6, Anno: 2025 |
|
|
|
|
Chaos Engineering Based Kubernetes Pod Rescheduling Through Deep Sets and Reinforcement Learning
Zaccarini, Mattia; Poltronieri, Filippo; Borsatti, Davide; Cerroni, Walter; Foschini, Luca; Grabarnik, Genady Ya.; Scotece, Domenico; Shwartz, Larisa; Stefanelli, Cesare; Tortonesi, Mauro
dettagli >>
|
Institute of Electrical and Electronics Engineers Inc.,
Proceedings of the NOMS 2025-2025 IEEE Network Operations and Management Symposium
Vol. 2025, No. 1, pp: 1-7, Anno: 2025 |
|
|
|
|
TimeGraph: Synthetic Generation of Graph Sequences for Realistic Mobile Connectivity Models
Di Caro, Edoardo; Brina, Matteo; Belletti, Nicolas; Poltronieri, Filippo; Tortonesi, Mauro; Stefanelli, Cesare
dettagli >>
|
Institute of Electrical and Electronics Engineers Inc.,
Proceedings of the 11th IEEE International Conference on Network Softwarization, NetSoft 2025
Vol. 2025, No. 1, pp: 249-256, Anno: 2025 |
|
|
|
|
Hybridized Hot Restart via Reinforcement Learning for Microservice Orchestration
Zaccarini, Mattia; Poltronieri, Filippo; Stefanelli, Cesare; Tortonesi, Mauro
dettagli >>
|
Institute of Electrical and Electronics Engineers Inc. (IEEE),
Proceedings of IEEE/IFIP Network Operations and Management Symposium 2025, NOMS 2025
Vol. 2025, No. 1, pp: 1-7, Anno: 2025 |
|
|
|
|
Machine Learning for Performance Optimization in Resource-Constrained Environments
Caro, Edoardo Di; Tortonesi, Mauro
dettagli >>
|
IEEE,
Proceedings of the 2025 21st International Conference on Network and Service Management (CNSM)
Vol. 2025, No. 1, pp: 1-4, Anno: 2025 |
|
|
|
|
Investigating Neurosymbolic AI for Intent-based Service Management
Colombi, Lorenzo; Cavicchi, Sara; Poltronieri, Filippo; Tortonesi, Mauro; Stefanelli, Cesare; Varga, Pal
dettagli >>
|
IEEE,
Proceedings of the 2025 21st International Conference on Network and Service Management (CNSM)
Vol. 2025, No. 1, pp: 1-6, Anno: 2025 |
|
|
|
|
Beyond TimeGraph: A Comparative Analysis of Temporal Generators for Evolving Network Graphs
Caro, Edoardo Di; Belletti, Nicolas; Poltronieri, Filippo; Tortonesi, Mauro; Stefanelli, Cesare
dettagli >>
|
IEEE,
Proceedings of the 2025 21st International Conference on Network and Service Management (CNSM)
pp: 1-6, Anno: 2025 |
|
|
|
|
Management of Safety-Critical AI Services in the Compute Continuum
Colombi, Lorenzo; Tortonesi, Mauro
dettagli >>
|
IEEE,
Proceedings of the 2025 21st International Conference on Network and Service Management (CNSM)
Vol. 2025, No. 1, pp: 1-4, Anno: 2025 |
|
|
|
|
Optimizing Industry 5.0 Machine Learning-Based Applications via Synthetic Data Generation
Colombi, Lorenzo; Brina, Matteo; Tabanelli, Filippo; Dahdal, Simon; Bellodi, Elena; Venanzi, Riccardo; Tortonesi, Mauro; Vignoli, Massimiliano; Stefanelli, Cesare; Vespa, Michela
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 |
|
|
|
|
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 |
|
|
|
|
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 |
|
|
|
|
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 |
|
|
|
|
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 |
|
|
|
|
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 |
|
|
|
|
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 |
|
|
|
|
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 |
|
|
|
|
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 |
|
|
|
|
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 |
|
|
|