Data Analysis in the Cloud: Models, Techniques and Applications
Data Analysis in the Cloud introduces and discusses models, methods, techniques, and systems to analyze the large number of digital data sources available on the Internet using the computing and storage facilities of the cloud. Coverage includes scalable data mining and knowledge discovery technique...
Gespeichert in:
| Beteiligte Personen: | , , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | Englisch |
| Veröffentlicht: |
Amsterdam, Netherlands
Elsevier Ltd.
[2016]
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| Schriftenreihe: | Computer Science Reviews and Trends
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| Schlagwörter: | |
| Links: | https://learning.oreilly.com/library/view/-/9780128029145/?ar |
| Zusammenfassung: | Data Analysis in the Cloud introduces and discusses models, methods, techniques, and systems to analyze the large number of digital data sources available on the Internet using the computing and storage facilities of the cloud. Coverage includes scalable data mining and knowledge discovery techniques together with cloud computing concepts, models, and systems. Specific sections focus on map-reduce and NoSQL models. The book also includes techniques for conducting high-performance distributed analysis of large data on clouds. Finally, the book examines research trends such as Big Data pervasive computing, data-intensive exascale computing, and massive social network analysis. |
| Beschreibung: | Includes bibliographical references. - Vendor-supplied metadata |
| Umfang: | 1 Online-Ressource |
| ISBN: | 9780128029145 0128029145 |
Internformat
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| id | ZDB-30-ORH-047407336 |
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| series2 | Computer Science Reviews and Trends |
| spelling | Talia, Domenico VerfasserIn aut Data Analysis in the Cloud Models, Techniques and Applications Domenico Talia, Paolo Trunfio, Fabrizio Marozzo Amsterdam, Netherlands Elsevier Ltd. [2016] ©2016 1 Online-Ressource Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Computer Science Reviews and Trends Includes bibliographical references. - Vendor-supplied metadata Data Analysis in the Cloud introduces and discusses models, methods, techniques, and systems to analyze the large number of digital data sources available on the Internet using the computing and storage facilities of the cloud. Coverage includes scalable data mining and knowledge discovery techniques together with cloud computing concepts, models, and systems. Specific sections focus on map-reduce and NoSQL models. The book also includes techniques for conducting high-performance distributed analysis of large data on clouds. Finally, the book examines research trends such as Big Data pervasive computing, data-intensive exascale computing, and massive social network analysis. Quantitative research Data mining Cloud computing Recherche quantitative Exploration de données (Informatique) Infonuagique COMPUTERS ; General Trunfio, Paolo VerfasserIn aut Marozzo, Fabrizio VerfasserIn aut 9780128028810 Erscheint auch als Druck-Ausgabe 9780128028810 |
| spellingShingle | Talia, Domenico Trunfio, Paolo Marozzo, Fabrizio Data Analysis in the Cloud Models, Techniques and Applications Quantitative research Data mining Cloud computing Recherche quantitative Exploration de données (Informatique) Infonuagique COMPUTERS ; General |
| title | Data Analysis in the Cloud Models, Techniques and Applications |
| title_auth | Data Analysis in the Cloud Models, Techniques and Applications |
| title_exact_search | Data Analysis in the Cloud Models, Techniques and Applications |
| title_full | Data Analysis in the Cloud Models, Techniques and Applications Domenico Talia, Paolo Trunfio, Fabrizio Marozzo |
| title_fullStr | Data Analysis in the Cloud Models, Techniques and Applications Domenico Talia, Paolo Trunfio, Fabrizio Marozzo |
| title_full_unstemmed | Data Analysis in the Cloud Models, Techniques and Applications Domenico Talia, Paolo Trunfio, Fabrizio Marozzo |
| title_short | Data Analysis in the Cloud |
| title_sort | data analysis in the cloud models techniques and applications |
| title_sub | Models, Techniques and Applications |
| topic | Quantitative research Data mining Cloud computing Recherche quantitative Exploration de données (Informatique) Infonuagique COMPUTERS ; General |
| topic_facet | Quantitative research Data mining Cloud computing Recherche quantitative Exploration de données (Informatique) Infonuagique COMPUTERS ; General |
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