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  1. Article

    Open Access

    Block size estimation for data partitioning in HPC applications using machine learning techniques

    The extensive use of HPC infrastructures and frameworks for running data-intensive applications has led to a growing interest in data partitioning techniques and strategies. In fact, application performance ca...

    Riccardo Cantini, Fabrizio Marozzo, Alessio Orsino, Domenico Talia in Journal of Big Data (2024)

  2. Article

    Open Access

    Programming big data analysis: principles and solutions

    In the age of the Internet of Things and social media platforms, huge amounts of digital data are generated by and collected from many sources, including sensors, mobile devices, wearable trackers and security...

    Loris Belcastro, Riccardo Cantini, Fabrizio Marozzo, Alessio Orsino in Journal of Big Data (2022)

  3. Article

    Open Access

    Using social media for sub-event detection during disasters

    Social media platforms have become fundamental tools for sharing information during natural disasters or catastrophic events. This paper presents SEDOM-DD (Sub-Events Detection on sOcial Media During Disasters...

    Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio in Journal of Big Data (2021)