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:
| Hauptverfasser: | , , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Amsterdam [u.a.]
Elsevier
2016
|
| Schriftenreihe: | Computer science reviews and trends
|
| Schlagworte: | |
| Online-Zugang: | FAW01 FLA01 FUBA1 Volltext |
| 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: | 1 Online-Ressource (XII, 138 S.) |
| ISBN: | 9780128029145 |
Internformat
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Datensatz im Suchindex
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| author | Talia, Domenico Trunfio, Paolo Marozzo, Fabrizio |
| author_facet | Talia, Domenico Trunfio, Paolo Marozzo, Fabrizio |
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| dewey-full | 006.312 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
| dewey-raw | 006.312 |
| dewey-search | 006.312 |
| dewey-sort | 16.312 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| format | Electronic eBook |
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| id | DE-604.BV044392076 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:51:42Z |
| institution | BVB |
| isbn | 9780128029145 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-029794298 |
| oclc_num | 921301942 |
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| owner_facet | DE-1046 DE-188 |
| physical | 1 Online-Ressource (XII, 138 S.) |
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| publishDate | 2016 |
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| publisher | Elsevier |
| record_format | marc |
| series2 | Computer science reviews and trends |
| spelling | Talia, Domenico Verfasser aut Data analysis in the cloud models, techniques and applications Domenico Talia, Paolo Trunfio, Fabrizio Marozzo Amsterdam [u.a.] Elsevier 2016 1 Online-Ressource (XII, 138 S.) txt rdacontent c rdamedia cr rdacarrier Computer science reviews and trends 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 COMPUTERS / General bisacsh Cloud computing fast Data mining fast Quantitative research fast Quantitative research Data mining Cloud computing Data Mining (DE-588)4428654-5 gnd rswk-swf Cloud Computing (DE-588)7623494-0 gnd rswk-swf Data Mining (DE-588)4428654-5 s Cloud Computing (DE-588)7623494-0 s 1\p DE-604 Trunfio, Paolo Verfasser aut Marozzo, Fabrizio Verfasser aut Erscheint auch als Druck-Ausgabe, Paperback 978-0-12-802881-0 https://www.sciencedirect.com/science/book/9780128028810 Verlag URL des Erstveröffentlichers Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Talia, Domenico Trunfio, Paolo Marozzo, Fabrizio Data analysis in the cloud models, techniques and applications COMPUTERS / General bisacsh Cloud computing fast Data mining fast Quantitative research fast Quantitative research Data mining Cloud computing Data Mining (DE-588)4428654-5 gnd Cloud Computing (DE-588)7623494-0 gnd |
| subject_GND | (DE-588)4428654-5 (DE-588)7623494-0 |
| 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 | COMPUTERS / General bisacsh Cloud computing fast Data mining fast Quantitative research fast Quantitative research Data mining Cloud computing Data Mining (DE-588)4428654-5 gnd Cloud Computing (DE-588)7623494-0 gnd |
| topic_facet | COMPUTERS / General Cloud computing Data mining Quantitative research Data Mining Cloud Computing |
| url | https://www.sciencedirect.com/science/book/9780128028810 |
| work_keys_str_mv | AT taliadomenico dataanalysisinthecloudmodelstechniquesandapplications AT trunfiopaolo dataanalysisinthecloudmodelstechniquesandapplications AT marozzofabrizio dataanalysisinthecloudmodelstechniquesandapplications |