| Title |
Big data : principles and best practices of scalable real-time data systems / Nathan Marz, James Warren. |
|
| Imprint |
Shelter Island, NY : Manning, [2015] |
|
| Male Library
|
QA76.9.D3 M374 2015 |
Available |
| Female Library
|
QA76.9.D3 M374 2015 |
Available |
| Description |
xx, 308 p. : ill. ; 24 cm. |
| Note |
Includes index. |
| 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. |
| Subject |
Big data
|
|
Database management
|
|
Database design
|
|
Data mining
|
| ISBN |
9781617290343 |
|
1617290343 |
|
