FILIPPINI FEDERICA

Filippini, F., Cavenaghi, L., Calmi, N., Savi, M., Ciavotta, M. (2025). ML-Based Performance Modeling in Edge FaaS Systems. In Service-Oriented and Cloud Computing 11th IFIP WG 6.12 European Conference, ESOCC 2025, Bolzano, Italy, February 20–21, 2025, Proceedings (pp.112-127). Springer Science and Business Media Deutschland GmbH [10.1007/978-3-031-84617-5_10]. Detail

Petriglia, E., Filippini, F., Pracucci, G., Savi, M., Ciavotta, M. (2024). Comparing Actor-Critic and Neuroevolution Approaches for Traffic Offloading in FaaS-powered Edge Systems. In SEATED '24: Proceedings of the 1st Workshop on Serverless at the Edge (pp.17-24). ACM [10.1145/3660319.3660331]. Detail

Filippini, F., Calmi, N., Cavenaghi, L., Petriglia, E., Savi, M., Ciavotta, M. (2024). Analysis and Evaluation of Load Management Strategies in a Decentralized FaaS Environment: A Simulation-Based Framework. In SEATED 2024 - Proceedings of the 2024 Workshop on Serverless at the Edge, Part of: HPDC 2024 - 33rd International Symposium on High-Performance Parallel and Distributed Computing (pp.1-8). ACM [10.1145/3660319.3660329]. Detail

Filippini, F., Lattuada, M., Ciavotta, M., Jahani, A., Ardagna, D., Amaldi, E. (2023). A Path Relinking Method for the Joint Online Scheduling and Capacity Allocation of DL Training Workloads in GPU as a Service Systems. IEEE TRANSACTIONS ON SERVICES COMPUTING, 16(3), 1630-1646 [10.1109/TSC.2022.3188440]. Detail

Filippini, F., Ardagna, D., Lattuada, M., Amaldi, E., Riedl, M., Materka, K., et al. (2021). ANDREAS: Artificial intelligence traiNing scheDuler for accElerAted resource clusterS. In 2021 8th International Conference on Future Internet of Things and Cloud (FiCloud) (pp.388-393). Institute of Electrical and Electronics Engineers Inc. [10.1109/FiCloud49777.2021.00063]. Detail