Data Stream Management Processing High-Speed Data Streams /

We live in the era of "Big Data": Petabytes of digital information are generated daily, and need to be processed and analyzed for interesting patterns and trends. Besides volume, a defining characteristic of Big Data is its velocity; that is, data is instantiated in the form of continuous,...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Garofalakis, Minos (Editor ), Gehrke, Johannes (Editor ), Rastogi, Rajeev (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2016.
Edición:1st ed. 2016.
Colección:Data-Centric Systems and Applications,
Temas:
Database management.
Data mining.
Quantitative research.
Artificial intelligence-Data processing.
Information storage and retrieval systems.
Database Management.
Data Mining and Knowledge Discovery.
Data Analysis and Big Data.
Data Science.
Information Storage and Retrieval.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Part I: Introduction
  • Part II: Computation of Basic Stream Synopses
  • Part III: Mining Data Streams
  • Part IV: Advanced Topics
  • Part V: Systems and Architectures
  • Part VI: Applications. .

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