BORSATTI, DAVIDE
BORSATTI, DAVIDE
DEI - DIPARTIMENTO DI INGEGNERIA DELL'ENERGIA ELETTRICA E DELL'INFORMAZIONE "GUGLIELMO MARCONI"
Ricercatori a tempo determinato
Chaos Engineering Based Kubernetes Pod Rescheduling Through Deep Sets and Reinforcement Learning
2025 Zaccarini, Mattia; Poltronieri, Filippo; Borsatti, Davide; Cerroni, Walter; Foschini, Luca; Grabarnik, Genady Ya.; Scotece, Domenico; Shwartz, Larisa; Stefanelli, Cesare; Tortonesi, Mauro
Performance and Cost of Dynamic Reliability: A 6G Industrial Environment Perspective
2025 Davoli, Gianluca; Tonini, Federico; Borsatti, Davide; Yi Poe, Wint; Trivisonno, Riccardo; Cerroni, Walter
Scalable and Energy-Efficient Service Orchestration in the Edge-Cloud Continuum With Multi-Objective Reinforcement Learning
2025 Di Cicco, Nicola; Pittalà, Gaetano Francesco; Davoli, Gianluca; Borsatti, Davide; Cerroni, Walter; Raffaelli, Carla; Tornatore, Massimo
Empirical Application Insights on Industrial Data and Service Aspects of Digital Twin Networks
2024 Becattini, Marco; Borsatti, Davide; Bujari, Armir; Carnevali, Laura; Garbugli, Andrea; Khachatrian, Hrant; Raptis, Theofanis P.; Tarchi, Daniele
From Ground to Space: Towards an Integrated Management of Terrestrial and Non Terrestrial Networks
2024 Matera, Francesco; Settembre, Marina; Salvo, Pierpaolo; Rago, Arcangela; Piro, Giuseppe; Grieco, Luigi Alfredo; Araniti, Giuseppe; Pizzi, Sara; Rinaldi, Federica; Sambo, Nicola; Morosi, Simone; Vizzarri, Alessandro; Mazzenga, Franco; Borsatti, Davide; Tarchi, Daniele; Gholami, Ladan
Hierarchical Management Algorithms for Highly Reliable Communication in 6G Industrial Environments
2024 Borsatti, Davide; Davoli, Gianluca; Tonini, Federico; Cerroni, Walter; Raffaelli, Carla; Poe, Wint Yi; Trivisonno, Riccardo
KubeTwin: A Digital Twin Framework for Kubernetes Deployments at Scale
2024 Borsatti, D.; Cerroni, W.; Foschini, L.; Ya Grabarnik, G.; Manca, L.; Poltronieri, F.; Scotece, D.; Shwartz, L.; Stefanelli, C.; Tortonesi, M.; Zaccarini, M.
TELKA: Twin-Enhanced Learning for Kubernetes Applications
2024 Zaccarini, Mattia; Borsatti, Davide; Cerroni, Walter; Foschini, Luca; Grabarnik, Genady Ya.; Manca, Lorenzo; Poltronieri, Filippo; Scotece, Domenico; Shwartz, Larisa; Stefanelli, Cesare; Tortonesi, Mauro
Characterization of Microservice Response Time in Kubernetes: A Mixture Density Network Approach
2023 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
Distributed Management of Dynamic Reliability in Beyond 5G Industrial Environments for Extreme Low Latency Communication
2023 Borsatti, Davide; Davoli, Gianluca; Cerroni, Walter; Raffaelli, Carla; Poe, Wint Yi; Trivisonno, Riccardo; Bolla, Raffaele
DRL-FORCH: A Scalable Deep Reinforcement Learning-based Fog Computing Orchestrator
2023 Di Cicco, Nicola; Pittalà, Gaetano Francesco; Davoli, Gianluca; Borsatti, Davide; Cerroni, Walter; Raffaelli, Carla; Tornatore, Massimo
Mission Critical Communications Support with 5G and Network Slicing
2023 Borsatti D.; Grasselli C.; Contoli C.; Micciullo L.; Spinacci L.; Settembre M.; Cerroni W.; Callegati F.
Modeling Digital Twins of Kubernetes-Based Applications
2023 Borsatti, Davide; Cerroni, Walter; Foschini, Luca; Grabarnik, Genady Ya.; Poltronieri, Filippo; Scotece, Domenico; Shwartz, Larisa; Stefanelli, Cesare; Tortonesi, Mauro; Zaccarini, Mattia
Towards 6G AI-enabled Service Orchestration in the Cloud Continuum
2023 Pittala G.F.; Borsatti D.; Davoli G.; Cerroni W.; Tarchi D.; Raffaelli C.
A Fog Computing Orchestrator Architecture with Service Model Awareness
2022 Davoli G.; Cerroni W.; Borsatti D.; Valieri M.; Tarchi D.; Raffaelli C.
A Multi-Protocol MEC-based Approach to Deploy and Consume IoT Services
2022 Borsatti, D; Bassi, L; Cerroni, W; Davoli, G; Raffaelli, C
Adaptive network reliability for human-robot interaction in beyond 5G industrial applications
2022 Borsatti, D; Davoli, G; Lombardo, C; Selvi, D; Bruschi, R; Cerroni, W; Davoli, F; Raffaelli, C; Trivisonno, R; Bolla, R
An experimental study on latency-aware and self-adaptive service chaining orchestration in distributed NFV and SDN infrastructures
2022 Gharbaoui, M.; Contoli, C.; Davoli, G.; Borsatti, D.; Cuffaro, G.; Paganelli, F.; Cerroni, W.; Cappanera, P.; Martini, B.
From Category Theory to Functional Programming: A Formal Representation of Intent
2022 Borsatti, D; Cerroni, W; Clayman, S
Function-as-a-Service Orchestration in Fog Computing Environments
2022 Pittala, Gaetano Francesco; Davoli, Gianluca; Borsatti, Davide; Cerroni, Walter; Raffaelli, Carla
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| Chaos Engineering Based Kubernetes Pod Rescheduling Through Deep Sets and Reinforcement Learning | Zaccarini, Mattia; Poltronieri, Filippo; Borsatti, Davide; Cerroni, Walter; Foschini, Luca; Graba...rnik, Genady Ya.; Scotece, Domenico; Shwartz, Larisa; Stefanelli, Cesare; Tortonesi, Mauro | 2025-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | Chaos_Engineering_Based_Kubernetes_Pod_Rescheduling_Through_Deep_Sets_and_Reinforcement_Learning (002).pdf |
| Performance and Cost of Dynamic Reliability: A 6G Industrial Environment Perspective | Davoli, Gianluca; Tonini, Federico; Borsatti, Davide; Yi Poe, Wint; Trivisonno, Riccardo; Cerroni..., Walter | 2025-01-01 | IEEE ACCESS | - | 1.01 Articolo in rivista | Performance_and_Cost_of_Dynamic_Reliability_A_6G_Industrial_Environment_Perspective.pdf |
| Scalable and Energy-Efficient Service Orchestration in the Edge-Cloud Continuum With Multi-Objective Reinforcement Learning | Di Cicco, Nicola; Pittalà, Gaetano Francesco; Davoli, Gianluca; Borsatti, Davide; Cerroni, Walter...; Raffaelli, Carla; Tornatore, Massimo | 2025-01-01 | IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT | - | 1.01 Articolo in rivista | postprint_TNSM3574131.pdf |
| Empirical Application Insights on Industrial Data and Service Aspects of Digital Twin Networks | Becattini, Marco; Borsatti, Davide; Bujari, Armir; Carnevali, Laura; Garbugli, Andrea; Khachatria...n, Hrant; Raptis, Theofanis P.; Tarchi, Daniele | 2024-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| From Ground to Space: Towards an Integrated Management of Terrestrial and Non Terrestrial Networks | Matera, Francesco; Settembre, Marina; Salvo, Pierpaolo; Rago, Arcangela; Piro, Giuseppe; Grieco, ...Luigi Alfredo; Araniti, Giuseppe; Pizzi, Sara; Rinaldi, Federica; Sambo, Nicola; Morosi, Simone; Vizzarri, Alessandro; Mazzenga, Franco; Borsatti, Davide; Tarchi, Daniele; Gholami, Ladan | 2024-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| Hierarchical Management Algorithms for Highly Reliable Communication in 6G Industrial Environments | Borsatti, Davide; Davoli, Gianluca; Tonini, Federico; Cerroni, Walter; Raffaelli, Carla; Poe, Win...t Yi; Trivisonno, Riccardo | 2024-01-01 | IEEE NETWORKING LETTERS | - | 1.01 Articolo in rivista | postprint.pdf |
| KubeTwin: A Digital Twin Framework for Kubernetes Deployments at Scale | Borsatti, D.; Cerroni, W.; Foschini, L.; Ya Grabarnik, G.; Manca, L.; Poltronieri, F.; Scotece, D....; Shwartz, L.; Stefanelli, C.; Tortonesi, M.; Zaccarini, M. | 2024-01-01 | IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT | - | 1.01 Articolo in rivista | postprint.pdf |
| TELKA: Twin-Enhanced Learning for Kubernetes Applications | Zaccarini, Mattia; Borsatti, Davide; Cerroni, Walter; Foschini, Luca; Grabarnik, Genady Ya.; Manc...a, Lorenzo; Poltronieri, Filippo; Scotece, Domenico; Shwartz, Larisa; Stefanelli, Cesare; Tortonesi, Mauro | 2024-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| Characterization of Microservice Response Time in Kubernetes: A Mixture Density Network Approach | Manca, Lorenzo; Borsatti, Davide; Poltronieri, Filippo; Zaccarini, Mattia; Scotece, Domenico; Dav...oli, Gianluca; Foschini, Luca; Grabarnik, Genady Ya.; Shwartz, Larisa; Stefanelli, Cesare; Tortonesi, Mauro; Cerroni, Walter | 2023-01-01 | - | IEEE | 4.01 Contributo in Atti di convegno | CNSM_2023___KubeTwin_postprint.pdf |
| Distributed Management of Dynamic Reliability in Beyond 5G Industrial Environments for Extreme Low Latency Communication | Borsatti, Davide; Davoli, Gianluca; Cerroni, Walter; Raffaelli, Carla; Poe, Wint Yi; Trivisonno, ...Riccardo; Bolla, Raffaele | 2023-01-01 | - | IEEE | 4.01 Contributo in Atti di convegno | - |
| DRL-FORCH: A Scalable Deep Reinforcement Learning-based Fog Computing Orchestrator | Di Cicco, Nicola; Pittalà, Gaetano Francesco; Davoli, Gianluca; Borsatti, Davide; Cerroni, Walter...; Raffaelli, Carla; Tornatore, Massimo | 2023-01-01 | - | IEEE | 4.01 Contributo in Atti di convegno | POSTPRINT.pdf |
| Mission Critical Communications Support with 5G and Network Slicing | Borsatti D.; Grasselli C.; Contoli C.; Micciullo L.; Spinacci L.; Settembre M.; Cerroni W.; Calle...gati F. | 2023-01-01 | IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT | - | 1.01 Articolo in rivista | mission critical communications post print.pdf |
| Modeling Digital Twins of Kubernetes-Based Applications | Borsatti, Davide; Cerroni, Walter; Foschini, Luca; Grabarnik, Genady Ya.; Poltronieri, Filippo; S...cotece, Domenico; Shwartz, Larisa; Stefanelli, Cesare; Tortonesi, Mauro; Zaccarini, Mattia | 2023-01-01 | - | - | 4.01 Contributo in Atti di convegno | modeling digital post print.pdf |
| Towards 6G AI-enabled Service Orchestration in the Cloud Continuum | Pittala G.F.; Borsatti D.; Davoli G.; Cerroni W.; Tarchi D.; Raffaelli C. | 2023-01-01 | - | IEEE Computer Society | 4.01 Contributo in Atti di convegno | - |
| A Fog Computing Orchestrator Architecture with Service Model Awareness | Davoli G.; Cerroni W.; Borsatti D.; Valieri M.; Tarchi D.; Raffaelli C. | 2022-01-01 | IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT | - | 1.01 Articolo in rivista | a fog computing post print.pdf |
| A Multi-Protocol MEC-based Approach to Deploy and Consume IoT Services | Borsatti, D; Bassi, L; Cerroni, W; Davoli, G; Raffaelli, C | 2022-01-01 | - | IEEE | 4.01 Contributo in Atti di convegno | - |
| Adaptive network reliability for human-robot interaction in beyond 5G industrial applications | Borsatti, D; Davoli, G; Lombardo, C; Selvi, D; Bruschi, R; Cerroni, W; Davoli, F; Raffaelli, C; T...rivisonno, R; Bolla, R | 2022-01-01 | - | IEEE | 4.01 Contributo in Atti di convegno | - |
| An experimental study on latency-aware and self-adaptive service chaining orchestration in distributed NFV and SDN infrastructures | Gharbaoui, M.; Contoli, C.; Davoli, G.; Borsatti, D.; Cuffaro, G.; Paganelli, F.; Cerroni, W.; Ca...ppanera, P.; Martini, B. | 2022-01-01 | COMPUTER NETWORKS | - | 1.01 Articolo in rivista | postprint.pdf |
| From Category Theory to Functional Programming: A Formal Representation of Intent | Borsatti, D; Cerroni, W; Clayman, S | 2022-01-01 | - | IEEE | 4.01 Contributo in Atti di convegno | - |
| Function-as-a-Service Orchestration in Fog Computing Environments | Pittala, Gaetano Francesco; Davoli, Gianluca; Borsatti, Davide; Cerroni, Walter; Raffaelli, Carla | 2022-01-01 | - | IEEE | 4.01 Contributo in Atti di convegno | - |