Programming Big Data Applications: Scalable Tools and Frameworks for Your Needs D Talia, P Trunfio, F Marozzo, L Belcastro, R Cantini, A Orsino | | 2024 |
Boosting HPC data analysis performance with the ParSoDA-Py library L Belcastro, S Giampà, F Marozzo, D Talia, P Trunfio, RM Badia, ... The Journal of Supercomputing, 1-21, 2024 | | 2024 |
Detecting mental disorder on social media: a ChatGPT-augmented explainable approach L Belcastro, R Cantini, F Marozzo, D Talia, P Trunfio arXiv preprint arXiv:2401.17477, 2024 | 2 | 2024 |
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 | 2 | 2024 |
Enhancing Cryptocurrency Price Forecasting by Integrating Machine Learning with Social Media and Market Data L Belcastro, D Carbone, C Cosentino, F Marozzo, P Trunfio Algorithms 16 (12), 542, 2023 | 3 | 2023 |
A Systematic Mapping Study of Italian Research on Workflows M Aldinucci, EM Baralis, V Cardellini, I Colonnelli, M Danelutto, ... Proceedings of the SC'23 Workshops of The International Conference on High …, 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 |
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 | 7 | 2023 |
Urgent computing for protecting people from natural disasters D Talia, P Trunfio Computer 56 (4), 131-134, 2023 | 1 | 2023 |
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 |
Analyzing voter behavior on social media during the 2020 US presidential election campaign L Belcastro, F Branda, R Cantini, F Marozzo, D Talia, P Trunfio Social Network Analysis and Mining 12 (1), 83, 2022 | 20 | 2022 |
Programming big data analysis: principles and solutions B Loris, C Riccardo, M Fabrizio, O Alessio, T Domenico, T Paolo Journal of Big Data 9 (1), 2022 | 1 | 2022 |
Convergence of HPC and Big Data in extreme-scale data analysis through the DCEx programming model J Garcia-Blas, JF Muñoz, J Carretero, F Marozzo, D Talia, P Trunfio, ... 2022 IEEE 34th International Symposium on Computer Architecture and High …, 2022 | 2 | 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 |
Enabling dynamic and intelligent workflows for HPC, data analytics, and AI convergence J Ejarque, RM Badia, L Albertin, G Aloisio, E Baglione, Y Becerra, ... Future generation computer systems 134, 414-429, 2022 | 36 | 2022 |
Towards Exascale Solutions for Big Data Computing D Talia, P Trunfio, J Carretero, J Garcia-Blas Frontiers in big Data 5, 838097, 2022 | 3 | 2022 |
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 | 48 | 2022 |
Analyzing political polarization on social media by deleting bot spamming R Cantini, F Marozzo, D Talia, P Trunfio Big data and cognitive computing 6 (1), 3, 2022 | 22 | 2022 |
Using social media for sub-event detection during disasters L Belcastro, F Marozzo, D Talia, P Trunfio, F Branda, T Palpanas, M Imran Journal of big data 8 (1), 1-22, 2021 | 25 | 2021 |
A weighted artificial bee colony algorithm for influence maximization R Cantini, F Marozzo, S Mazza, D Talia, P Trunfio Online Social Networks and Media 26, 100167, 2021 | 11 | 2021 |