Domenico Talia,
Domenico (Professor of Computer Engineering, University of Calabria, Rende, Italy) Talia,
Paolo Trunfio,
Paolo (Associate professor of computer engineering, University of Calabria, Italy) Trunfio,
Fabrizio Marozzo,
Fabrizio (Department of Electronics, Computer Science and System Sciences (DIMES), University of Calabria, Rende, Italy) Marozzo
e.a.
Elsevier Science
e druk, 2015
9780128028810
Data Analysis in the Cloud
Models, Techniques and Applications
Specificaties
Paperback, blz.
|
Engels
Elsevier Science |
e druk, 2015
ISBN13: 9780128028810
Rubricering
Onderdeel van serie
Computer Science Reviews and Trends
Levertijd ongeveer 8 werkdagen
Samenvatting
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.
Specificaties
ISBN13:9780128028810
Taal:Engels
Bindwijze:Paperback
Uitgever:Elsevier Science
Hoofdrubriek:Internet, Computer en informatica
Inhoudsopgave
<ol> <li>Introduction to Data Mining and Cloud Computing</li> <li>Introduction to Cloud Computing</li> <li>Models and Techniques for Cloud-based Data Analysis</li> <li>Designing and Supporting Scalable Data Analytics</li> <li>Research Trends in Big Data Analysis</li></ol>