Big Data
A Primer
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Beschreibung
This book is a collection of chapters written by experts on various aspects of big data. The book aims to explain what big data is and how it is stored and used. The book starts from the fundamentals and builds up from there. It is intended to serve as a review of the state-of-the-practice in the field of big data handling. The traditional framework of relational databases can no longer provide appropriate solutions for handling big data and making it available and useful to users scattered around the globe. The study of big data covers a wide range of issues including management of heterogeneous data, big data frameworks, change management, finding patterns in data usage and evolution, data as a service, service-generated data, service management, privacy and security. All of these aspects are touched upon in this book. It also discusses big data applications in different domains. The book will prove useful to students, researchers, and practicing database and networking engineers.
This book is a collection of chapters written by experts on various aspects of big data. The book aims to explain what big data is and how it is stored and used. The book starts from the fundamentals and builds up from there. It is intended to serve as a review of the state-of-the-practice in the field of big data handling. The traditional framework of relational databases can no longer provide appropriate solutions for handling big data and making it available and useful to users scattered around the globe. The study of big data covers a wide range of issues including management of heterogeneous data, big data frameworks, change management, finding patterns in data usage and evolution, data as a service, service-generated data, service management, privacy and security. All of these aspects are touched upon in this book. It also discusses big data applications in different domains. The book will prove useful to students, researchers, and practicing database and networking engineers.
Introduces the subject to new entrants to the field, especially students at the senior undergraduate and graduate level Introduces emerging computing paradigms for next generation Unstructured Data processing Includes easy to understand the concepts and techniques, scalable algorithms to support Big Data analytics and techniques for Big Data search Processing Includes supplementary material: sn.pub/extras
Autor*in
Hrushikesha Mohanty
Themen in »Big Data«
Big Data Applications Machine Learning Map Reduce Mining Heterogeneous Data Mining Massive Data Pre-processing Big Data Security in Big Data Service Level Agreement Social Networks and Big Data