| 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), 4, 2022 | 64 | 2022 |
| Edge-cloud continuum solutions for urban mobility prediction and planning L Belcastro, F Marozzo, A Orsino, D Talia, P Trunfio IEEE Access 11, 38864-38874, 2023 | 21 | 2023 |
| 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 | 20 | 2022 |
| 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), 19, 2024 | 8 | 2024 |
| 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 | 6 | 2021 |
| 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 | 4 | 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 | 4 | 2023 |
| Are Large Language Models Really Bias-Free? Jailbreak Prompts for Assessing Adversarial Robustness to Bias Elicitation R Cantini, G Cosenza, A Orsino, D Talia International Conference on Discovery Science, 52-68, 2024 | 3 | 2024 |
| Programming Big Data Applications: Scalable Tools and Frameworks for Your Needs D Talia, P Trunfio, F Marozzo, L Belcastro, R Cantini, A Orsino | 3 | 2024 |
| 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 | 3 | 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 | 2 | 2023 |
| Developing Cross-Platform and Fast-Responsive Applications on the Edge-Cloud Continuum L Belcastro, F Marozzo, A Orsino, A Presta, A Vinci 2024 15th IFIP Wireless and Mobile Networking Conference (WMNC), 88-93, 2024 | 1 | 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 | 1 | 2023 |
| TinyTTA: Efficient Test-time Adaptation via Early-exit Ensembles on Edge Devices H Jia, Y Kwon, A Orsino, T Dang, D Talia, C Mascolo Advances in Neural Information Processing Systems 37, 43274-43299, 2024 | | 2024 |
| Models, Languages and Tools for High-Performance Computing A Orsino, D Talia Elsevier, 2024 | | 2024 |
| 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 |
