Large-Scale Data Analytics

This edited book collects state-of-the-art research related to large-scale data analytics that has been accomplished over the last few years. This is among the first books devoted to this important area based on contributions from diverse scientific areas such as databases, data mining, supercomputi...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Gkoulalas-Divanis, Aris (Editor ), Labbi, Abderrahim (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: New York, NY : Springer New York : Imprint: Springer, 2014.
Edición:1st ed. 2014.
Temas:
Database management.
Computer networks .
Business information services.
Data mining.
Data protection.
Database Management.
Computer Communication Networks.
IT in Business.
Data Mining and Knowledge Discovery.
Data and Information Security.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • The Family of Map-Reduce
  • Optimization of Massively Parallel Data Flows
  • Mining Tera-Scale Graphs with "Pegasus"
  • Customer Analyst for the Telecom Industry
  • Machine Learning Algorithm Acceleration using Hybrid (CPU-MPP) MapReduce Clusters
  • Large-Scale Social Network Analysis
  • Visual Analysis and Knowledge Discovery for Text
  • Practical Distributed Privacy-Preserving Data Analysis at Large Scale.

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