Frontiers in massive data analysis
Introduction -- Massive Data in Science, Technology, Commerce, National Defense, Telecommunications, and Other Endeavors -- Scaling the Infrastructure for Data Management -- Temporal Data and Real-Time Algorithms -- Large-Scale Data Representations -- Resources, Trade-offs, and Limitations -- Buildi...
| Autor principal: | |
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| Autores Corporativos: | , , , |
| Formato: | Libro electrónico |
| Idioma: | Inglés |
| Publicado: |
Washington, D.C. :
National Academies Press
[2013]
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| Colección: | National Academies ebooks.
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| Acceso en línea: | Conectar con la versión electrónica |
| Ver en Universidad de Navarra: | https://innopac.unav.es/record=b44937246*spi |
| Sumario: | Introduction -- Massive Data in Science, Technology, Commerce, National Defense, Telecommunications, and Other Endeavors -- Scaling the Infrastructure for Data Management -- Temporal Data and Real-Time Algorithms -- Large-Scale Data Representations -- Resources, Trade-offs, and Limitations -- Building Models from Massive Data -- Sampling and Massive Data -- Human Interaction with Data -- The Seven Computational Giants of Massive Data Analysis -- Conclusions -- Appendixes -- Appendix A: Acronyms -- Appendix B: Biographical Sketches of Committee Members. |
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| Notas: | " ... describes the cross-disciplinary skill set that data analysts need to address the challenges of exploring big data ..." |
| Descripción Física: | 1 recurso electrónico (xiii, 176 páginas) |
| Formato: | Forma de acceso: World Wide Web. |
| Bibliografía: | Incluye referencias bibliográficas. |
| ISBN: | 9780309287791 |
