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

• Main Authors: Marz, Nathan (Author), Warren, James (Author)
• Format: Book
• Language: English
• Published: Shelter Island : Manning, [2015]
• Subjects: Big data.; Database management.; Database design.; Data mining.
• ISBN: 9781617290343 1-617290-34-3
• Physical Description: xx, 308 stran : ilustrace ; 24 cm

Table of Contents:

• 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