| Programming big data analysis: principles and solutions L Belcastro, R Cantini, F Marozzo, A Orsino, D Talia, P Trunfio Journal of Big Data 9 (1), 1-50, 2022 | 47 | 2022 |
| Edge computing solutions for distributed machine learning F Marozzo, A Orsino, D Talia, P Trunfio 2022 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf …, 2022 | 10 | 2022 |
| Edge-cloud continuum solutions for urban mobility prediction and planning L Belcastro, F Marozzo, A Orsino, D Talia, P Trunfio IEEE Access, 2023 | 7 | 2023 |
| Exploiting machine learning for improving in-memory execution of data-intensive workflows on parallel machines R Cantini, F Marozzo, A Orsino, D Talia, P Trunfio Future Internet 13 (5), 121, 2021 | 5 | 2021 |
| Block size estimation for data partitioning in HPC applications using machine learning techniques R Cantini, F Marozzo, A Orsino, D Talia, P Trunfio, RM Badia, J Ejarque, ... Journal of Big Data 11 (1), 1-23, 2024 | 2 | 2024 |
| Using the Compute Continuum for Data Analysis: Edge-cloud Integration for Urban Mobility L Belcastro, F Marozzo, A Orsino, D Talia, P Trunfio 2023 31st Euromicro International Conference on Parallel, Distributed and …, 2023 | 1 | 2023 |
| Xai-driven knowledge distillation of large language models for efficient deployment on low-resource devices R Cantini, A Orsino, D Talia Journal of Big Data 11 (1), 63, 2024 | | 2024 |
| Programming Big Data Applications: Scalable Tools and Frameworks for Your Needs D Talia, P Trunfio, F Marozzo, L Belcastro, R Cantini, A Orsino | | 2024 |
| Evaluating the Performance of a Multimodal Speaker Tracking System at the Edge-to-Cloud Continuum A Orsino, R Cantini, F Marozzo Device-Edge-Cloud Continuum: Paradigms, Architectures and Applications, 155-166, 2023 | | 2023 |
| Deep Learning Meets Smart Agriculture: Using LSTM Networks to Handle Anomalous and Missing Sensor Data in the Compute Continuum R Cantini, F Marozzo, A Orsino Device-Edge-Cloud Continuum: Paradigms, Architectures and Applications, 141-153, 2023 | | 2023 |
| Scaling machine learning at the edge-cloud: a distributed computing perspective F Marozzo, A Orsino, D Talia, P Trunfio 2023 19th International Conference on Distributed Computing in Smart Systems …, 2023 | | 2023 |
| Hybrid edge/cloud solutions for supporting autonomous vehicles L Belcastro, F Marozzo, A Orsino Autonomous Vehicles and Systems: A Technological and Societal, 255-268, 2022 | | 2022 |
