Data analysis in the cloud : models, techniques and applications / Domenico Talia, Paolo Trunfio, Fabrizio Marozzo
- Computer science: reviews and trends
- 1. Introduction to data mining -- 2. Introduction to cloud computing -- 3. Models and techniques for cloud-based data analysis -- 4. Designing and supporting scalable data analytics -- 5. Research trends in big data analysis.
- "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 solutions together with cloud computing concepts, models, and systems. Included are case studies of high-performance distributed analysis of large data on clouds." -- Back cover.
- Bibliography Note:
- Includes bibliographical references.
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