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Data are generated at an exponential rate all over the world. Through advanced algorithms and analytics techniques, organizations can harness this data, discover hidden patterns, and use the findings to make meaningful decisions. Containing contributions from leading experts in their respective fields, this book bridges the gap between the vastness of big data and the appropriate computational methods for scientific and social discovery. It also explores related applications in diverse sectors, covering technologies for media/data communication, elastic media/data storage, cross-network media/data fusion, SaaS, and more.
Big Data Capture
Big Data Representation
Database vs. Big Table (or Key-Value Pair)
Storage for Big Data
Big Data Sharing and Transferring
Big Data Processing Architecture
Big Data Analytic Algorithms
Cluster Analysis
Pattern Recognition
Machine Learning
Data/Text/Image Mining
Statistics
Big Data Visualization
Big Data Applications
Bioinformatics
Multimedia Industry
Social Computing
Engineering
Finance
Governance and Business
Overview
Data are generated at an exponential rate all over the world. Through advanced algorithms and analytics techniques, organizations can harness this data, discover hidden patterns, and use the findings to make meaningful decisions. Containing contributions from leading experts in their respective fields, this book bridges the gap between the vastness of big data and the appropriate computational methods for scientific and social discovery. It also explores related applications in diverse sectors, covering ...