Przeglądaj ICM UW według tematu "big data"

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    • The Burden of Big Data 

      Batorski, Dominik (Polska Akademia Nauk, 2012)
      New technologies are making it possible to gather and process huge amounts of data. This opens up fascinating possibilities as well as new challenges; it could also lead to a shift in the role and nature of science itself.

    • PCJ Java library as a solution to integrate HPC, Big Data and Artificial Intelligence workloads 

      Nowicki, Marek; Górski, Łukasz; Bała, Piotr (Springer, 2021)
      With the development of peta- and exascale size computational systems there is growing interest in running Big Data and Artificial Intelligence (AI) applications on them. Big Data and AI applications are implemented in ...

    • Scalable computing in Java with PCJ Library. Improved collective operations 

      Nowicki, Marek; Górski, Łukasz; Bała, Piotr (Sissa Medialab srl, 2021)
      Machine learning and Big Data workloads are becoming as important as traditional HPC ones. AI and Big Data users tend to use new programming languages such as Python, Julia, or Java, while the HPC community is still ...