Data-intensive computing : architectures, algorithms, and applications /

"A reference describing the general principles of the emerging field of data-intensive computing, along with methods for designing, managing and analyzing the big data sets of today"--

Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Gorton, Ian, Gracio, Deborah K., 1965-
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cambridge : Cambridge University Press, 2013.
Temas:
High performance computing.
Database management.
Computer storage devices.
Software architecture.
Data transmission systems.
Computer Storage Devices
Superinformatique.
Bases de données > Gestion.
Ordinateurs > Mémoires.
Architecture logicielle.
COMPUTERS > Database Management > General.
COMPUTERS > System Administration > Storage & Retrieval.
Computer storage devices
Data transmission systems
Database management
High performance computing
Software architecture
Acceso en línea:Texto completo
Tabla de Contenidos:
  • Data-intensive computing : a challenge for the 21st century / Ian Gorton and Deborah K. Gracio
  • Anatomy of data-intensive computing applications / Ian Gorton and Deborah K. Gracio
  • Hardware architectures for data-intensive computing problems : a case study for string matching / Antonino Tumeo, Oreste Villa and Daniel Chavarría-Miranda
  • Data management architectures / Terence Critchlow [and others]
  • Large scale data management techniques in cloud computing platforms / Sherif Sakr and Anna Liu
  • Dimension reduction for streaming data / Chandrika Kamath
  • Binary classification with support vector machines / Patrick Nichols, Bobbie-Jo Webb-Robertson and Christopher Oehmen
  • Beyond MapReduce : new requirements for scalable data processing / Bill Howe
  • Let the data do the talking : hypothesis discovery from large-scale datasets in real time / Christopher Oehmen [and others]
  • Data-intensive visual analysis for cybersecurity / William A. Pike [and others].

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