Big data : principles and best practices of scalable real-time data systems /
Big Data teaches you to build big data systems using an architecture that takes advantage of clustered hardware along with new tools designed specifically to capture and analyze web-scale data. It describes a scalable, easy-to-understand approach to big data systems that can be built and run by a sm...
Clasificación: | Libro Electrónico |
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Autores principales: | , |
Formato: | Electrónico eBook |
Idioma: | Inglés |
Publicado: |
Shelter Island, NY :
Manning,
[2015]
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Temas: | |
Acceso en línea: | Texto completo (Requiere registro previo con correo institucional) |
Tabla de Contenidos:
- 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.