Frontiers in Massive Data Analysis.

Bibliographic Details
Call Number:Libro Electrónico
Main Author: Council, National Research
Other Authors: Sciences, Division on Engineering and Physical
Format: Electronic eBook
Language:Inglés
Published: Washington : National Academies Press, 2013.
Subjects:
Mathematical statistics > Data processing.
Social sciences > Statistical methods.
Statistique mathématique > Informatique.
Sciences sociales > Méthodes statistiques.
Mathematical statistics > Data processing
Social sciences > Statistical methods
Online Access:Texto completo
Table of Contents:
  • 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

Similar Items