Frontiers in Massive Data Analysis.

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Council, National Research
Otros Autores: Sciences, Division on Engineering and Physical
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Washington : National Academies Press, 2013.
Temas:
Mathematical statistics > Data processing.
Social sciences > Statistical methods.
Statistique mathématique > Informatique.
Sciences sociales > Méthodes statistiques.
Mathematical statistics > Data processing
Social sciences > Statistical methods
Acceso en línea:Texto completo
Tabla de Contenidos:
  • FrontMatter
  • Acknowledgments
  • Contents
  • Summary
  • 1 Introduction
  • 2 Massive Data in Science, Technology, Commerce, National Defense, Telecommunications, and Other Endeavors
  • 3 Scaling the Infrastructure for Data Management
  • 4 Temporal Data and Real-Time Algorithms
  • 5 Large-Scale Data Representations
  • 6 Resources, Trade-offs, and Limitations
  • 7 Building Models from Massive Data
  • 8 Sampling and Massive Data
  • 9 Human Interaction with Data
  • 10 The Seven Computational Giants of Massive Data Analysis
  • 11 Conclusions
  • Appendixes

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