Data Analysis in the Cloud
Models, Techniques and Applications
Häftad, Engelska, 2015
Av Domenico Talia, Paolo Trunfio, Fabrizio Marozzo, Italy) Talia, Domenico (Professor of Computer Engineering, University of Calabria, Rende, Italy) Trunfio, Paolo (Associate professor of computer engineering, University of Calabria, Italy) Marozzo, Fabrizio (Department of Electronics, Computer Science and System Sciences (DIMES), University of Calabria, Rende
539 kr
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.
- Introduces data analysis techniques and cloud computing concepts
- Describes cloud-based models and systems for Big Data analytics
- Provides examples of the state-of-the-art in cloud data analysis
- Explains how to develop large-scale data mining applications on clouds
- Outlines the main research trends in the area of scalable Big Data analysis
Produktinformation
- Utgivningsdatum2015-09-28
- Mått152 x 229 x 9 mm
- Vikt230 g
- FormatHäftad
- SpråkEngelska
- SerieComputer Science Reviews and Trends
- Antal sidor150
- FörlagElsevier Science
- ISBN9780128028810