Big data : principles and best practices of scalable real-time data systems /

Détails bibliographiques
Auteur principal: Marz, Nathan
Autres auteurs: Warren, James
Format: Printed Book
Langue:English
Publié: New Delhi: Dreamtech, 2015
Sujets:
Big data.
Database management.
Database design.
Data mining.
Massendaten.
Datenbanksystem.
Table des matières:
  • A new paradigm for big data
  • Data model for big data
  • Data model for big data : illustration
  • Data storage on the batch layer
  • Data storage on the batch layer : illustration
  • Batch layer
  • Batch layer : illustration
  • An example batch layer : architecture and algorithms
  • An example batch layer : implementation
  • Serving layer
  • Serving layer : illustration
  • Realtime views
  • Realtime views : illustration
  • Queuing and stream processing
  • Queuing and stream processing : illustration
  • Micro-batch stream processing
  • Micro-batch stream processing : illustration
  • Lambda Architecture in depth.

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