The high performance computing (HPC) and big data (BD) communities traditionally have pursued independent trajectories in the world of computational science. HPC has been synonymous with modeling and simulation, and BD with ingesting and analyzing data from diverse sources, including from simulations. However, both communities are evolving in response to changing user needs and technological landscapes. Researchers are increasingly using machine learning (ML) not only for data analytics but also

The Convergence of High Performance Computing, Big Data, and Machine Learning: Summary of the Big Data and High End Computing Interagency Working Groups Joint Workshop

The Convergence of High Performance Computing, Big Data, and Machine Learning: Summary of the Big Data and High End Computing Interagency Working Groups Joint Workshop PDF

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