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Chapter 1 - Introduction to Data Mining
Pages 1-25 - Book chapterAbstract only
Chapter 2 - Introduction to Cloud Computing
Pages 27-43 - Book chapterAbstract only
Chapter 3 - Models and Techniques for Cloud-Based Data Analysis
Pages 45-76 - Book chapterAbstract only
Chapter 4 - Designing and Supporting Scalable Data Analytics
Pages 77-122 - Book chapterAbstract only
Chapter 5 - Research Trends in Big Data Analysis
Pages 123-138
About the book
Description
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.
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.
Key Features
- 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
- 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
Details
ISBN
978-0-12-802881-0
Language
English
Published
2015
Copyright
Copyright © 2015 Elsevier Inc. All rights reserved.
Imprint
Elsevier