|
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 |
|
|
|
|
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 |
|
|
|
|
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 |
|
|
|
|
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 |
|
|
|
|
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 |
|
|
|
|
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 |
|
|
|
|
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 |
|
|
|
|
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 |
|
|
|
|
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 Framework for QoS- Enabled Semantic Routing in Industrial Networks: Overall Architecture and Primary Protocols
Bellavista, P.; Fogli, M.; Foschini, L.; Giannelli, C.; Patera, L.; Stefanelli, C.
dettagli >>
|
Institute of Electrical and Electronics Engineers Inc.,
Proceedings - 2022 IEEE Future Networks World Forum, FNWF 2022
pp: 58-63, Anno: 2022 |
|
|
|
|
Edge-Powered In-Network Processing for Content-Based Message Management in Software-Defined Industrial Networks
Fogli, M.; Giannelli, C.; Stefanelli, C.
dettagli >>
|
Institute of Electrical and Electronics Engineers Inc.,
IEEE International Conference on Communications
Vol. 2022, No. 1, pp: 1438-1443, Anno: 2022 |
|
|
|
|
A Chaos Engineering Approach for Improving the Resiliency of IT Services Configurations
Poltronieri, Filippo; Tortonesi, Mauro; Stefanelli, Cesare
dettagli >>
|
Institute of Electrical and Electronics Engineers Inc.,
NOMS 2022-2022 IEEE/IFIP Network Operations and Management Symposium
pp: 1-6, Anno: 2022 |
|
|
|
|
Joint Orchestration of Content-Based Message Management and Traffic Flow Steering in Industrial Backbones
Fogli, M.; Giannelli, C.; Stefanelli, C.
dettagli >>
|
Institute of Electrical and Electronics Engineers Inc.,
2022 IEEE 23rd International Symposium on a World of Wireless, Mobile and Multimedia Networks. WoWMoM 2022
pp: 325-330, Anno: 2022 |
|
|
|
|
Water 4.0: enabling Smart Water and Environmental Data Metering
Caldognetto, Nicola; Pasquali Evangelisti, Luca; Poltronieri, Filippo; Russo, Michele; Stefanelli, Cesare; Tenani, Sara; Toboli, Sara; Tortonesi, Mauro
dettagli >>
|
IEEE,
Proceedings of NOMS 2022-2022 IEEE/IFIP Network Operations and Management Symposium
Vol. 2022, No. 1, pp: 1-6, Anno: 2022 |
|
|
|
|
Value-of-Information Middleware Solutions for Fog and Edge Computing
Poltronieri, Filippo; Stefanelli, Cesare; Tortonesi, Mauro
dettagli >>
|
IEEE,
Proceedings of NOMS 2022-2022 IEEE/IFIP Network Operations and Management Symposium
Vol. 2022, No. 1, pp: 1-6, Anno: 2022 |
|
|
|
|
Reinforcement Learning for value-based Placement of Fog Services
Poltronieri, F; Tortonesi, M; Stefanelli, C; Suri, N
dettagli >>
|
IEEE,
Proceedings of 2021IFIP/IEEE International Symposium on Integrated Network Management (IM 2021)
pp: 466-472, Anno: 2021 |
|
|
|
|
QoS-Enabled Semantic Routing for Industry 4.0 based on SDN and MOM Integration
Bellavista, P.; Fogli, M.; Foschini, L.; Giannelli, C.; Patera, L.; Stefanelli, C.
dettagli >>
|
IEEE Computer Society,
IEEE International Conference on High Performance Switching and Routing, HPSR
pp: 1-6, Anno: 2021 |
|
|
|