Exascale Computing and Big Data.

The article examines some of the technical challenges of exascale computing and big data. Topics discussed include the history of advanced computing, the interdependence of computational modeling and data analytics, and the global ecosystem and competition for leadership in advanced computing. Also...

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Publicado en:Communications of the ACM Vol. 58; no. 7; pp. 56 - 69
Autores principales: REED, DANIEL A., DONGARRA, JACK
Formato: Artículo
Publicado: Association for Computing Machinery Jul2015
Materias:
Acceso en línea:Ver este registro en EBSCOhost
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          REED, DANIEL A.
          DONGARRA, JACK
        affil:
          Vice President for Research and Economic Development, and Professor of Computer Science, Electrical, and Computer Engineering and Medicine, University of Iowa
          University of Tennessee
          Oak Ridge National Laboratory
          University of Manchester
      su:
        Big data
        Data science
        Computer science
        Computer engineering
        Computer systems
        Electronic data processing
      sug:
        subj:
          Big data
          Data science
          Computer science
          Computer engineering
          Computer systems
          Electronic data processing
      ab: The article examines some of the technical challenges of exascale computing and big data. Topics discussed include the history of advanced computing, the interdependence of computational modeling and data analytics, and the global ecosystem and competition for leadership in advanced computing. Also mentioned are the tools and cultures of high-performance computing and big data analystics, the international nature of science that demands further development of advanced computer architectures, and the need for global standards for data processing.
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      doctype: Article
      src: R
    language: English
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