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Data Analysis in the Cloud
Models, Techniques and Applications

The models, methods, techniques and systems to analyze the large amount of digital data available on the Internet using the computing and storage facilities of the cloud

Domenico Talia (Author), Paolo Trunfio (Author), Fabrizio Marozzo (Author)

9780128028810, Elsevier Science

Paperback, published 28 September 2015

150 pages
22.9 x 15.1 x 1.1 cm, 0.23 kg

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.

  1. Introduction to Data Mining and Cloud Computing
  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

Subject Areas: Databases & the Web [UNN], Databases [UN], Internet: general works [UBW], Information technology: general issues [UB], Library, archive & information management [GLC]

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