| ANDREAS: Artificial intelligence traiNing scheDuler foR accElerAted resource clusterS F Filippini, D Ardagna, M Lattuada, E Amaldi, M Riedl, K Materka, ... 2021 8th International Conference on Future Internet of Things and Cloud …, 2021 | 10 | 2021 |
| A random greedy based design time tool for AI applications component placement and resource selection in computing continua H Sedghani, F Filippini, D Ardagna 2021 IEEE International Conference on Edge Computing (EDGE), 32-40, 2021 | 9 | 2021 |
| OSCAR-P and aMLLibrary: Performance Profiling and Prediction of Computing Continua Applications E Galimberti, B Guindani, F Filippini, H Sedghani, D Ardagna, G Moltó, ... Companion of the 2023 ACM/SPEC International Conference on Performance …, 2023 | 8 | 2023 |
| A Stochastic Approach for Scheduling AI Training Jobs in GPU-based Systems F Filippini, J Anselmi, D Ardagna, B Gaujal IEEE Transactions on Cloud Computing, 2023 | 7 | 2023 |
| A randomized greedy method for ai applications component placement and resource selection in computing continua H Sedghani, F Filippini, D Ardagna 2021 IEEE International Conference on Joint Cloud Computing (JCC), 65-70, 2021 | 7 | 2021 |
| Hierarchical Scheduling in on-demand GPU-as-a-Service Systems F Filippini, M Lattuada, A Jahani, M Ciavotta, D Ardagna, E Amaldi 2020 22nd International Symposium on Symbolic and Numeric Algorithms for …, 2020 | 7 | 2020 |
| A path relinking method for the joint online scheduling and capacity allocation of DL training workloads in GPU as a service systems F Filippini, M Lattuada, M Ciavotta, A Jahani, D Ardagna, E Amaldi IEEE Transactions on Services Computing 16 (3), 1630-1646, 2022 | 6 | 2022 |
| SPACE4AI-R: a runtime management tool for AI applications component placement and resource scaling in computing continua F Filippini, H Sedghani, D Ardagna Proceedings of the IEEE/ACM 16th International Conference on Utility and …, 2023 | 4 | 2023 |
| Runtime Management of Artificial Intelligence Applications for Smart Eyewears AW Kambale, H Sedghani, F Filippini, G Verticale, D Ardagna Proceedings of the IEEE/ACM 16th International Conference on Utility and …, 2023 | 3 | 2023 |
| Greening AI: A Framework for Energy-Aware Resource Allocation of ML Training Jobs with Performance Guarantees R Sala, F Filippini, D Ardagna, D Lezzi, F Lordan, P Thiem International Conference on Advanced Information Networking and Applications …, 2024 | 1 | 2024 |
| FIGARO: reinForcement learnInG mAnagement acRoss the computing cOntinuum F Filippini, R Cavadini, D Ardagna, R Lancellotti, G Russo Russo, ... Proceedings of the IEEE/ACM 16th International Conference on Utility and …, 2023 | 1 | 2023 |
| OSCAR-P and aMLLibrary: Profiling and predicting the performance of FaaS-based applications in computing continua R Sala, B Guindani, E Galimberti, F Filippini, H Sedghani, D Ardagna, ... Journal of Systems and Software 221, 112282, 2025 | | 2025 |
| SPACE4AI-D: A Design-time Tool for AI applications Resource Selection in Computing Continua H Sedghani, F Filippini, D Ardagna IEEE Transactions on Services Computing, 2024 | | 2024 |
| Comparing Actor-Critic and Neuroevolution Approaches for Traffic Offloading in FaaS-powered Edge Systems E Petriglia, F Filippini, G Pracucci, M Savi, M Ciavotta Proceedings of the 1st Workshop on Serverless at the Edge, 17-24, 2024 | | 2024 |
| Analysis and Evaluation of Load Management Strategies in a Decentralized FaaS Environment: A Simulation-Based Framework F Filippini, N Calmi, L Cavenaghi, E Petriglia, M Savi, M Ciavotta Proceedings of the 1st Workshop on Serverless at the Edge, 1-8, 2024 | | 2024 |
| Performance Models for Distributed Deep Learning Training Jobs on Ray F Filippini, B Lublinsky, M de Bayser, D Ardagna 2023 49th Euromicro Conference on Software Engineering and Advanced …, 2023 | | 2023 |
| Resource allocation and scheduling problems in computing continua for artificial intelligence applications F FILIPPINI | | 2023 |
| Scheduling Deep Learning Jobs Training in the Cloud: Comparing Multiple Approaches M Precuzzi, F Filippini, D Ardagna SPARK-2022 proceedings (in CEUR-WS Workshop Proceedings), 1-9, 2022 | | 2022 |
| Job Scheduling and Optimal Capacity Allocation Problems for Deep Learning Training Jobs F Filippini Italy, 2020 | | 2020 |
Danilo ArdagnaAssociate Professor, Politecnico di MilanoDirección de correo verificada de polimi.it
