High-Performance Big-Data Analytics
Autor: | Pethuru Raj, Anupama Raman, Dhivya Nagaraj, Siddhartha Duggirala |
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EAN: | 9783319207445 |
eBook Format: | |
Sprache: | Englisch |
Produktart: | eBook |
Veröffentlichungsdatum: | 16.10.2015 |
Untertitel: | Computing Systems and Approaches |
Kategorie: | |
Schlagworte: | Big Data Analytics Grid and Cloud Computer Systems Hadoop Distributed File System (HDFS) Hadoop Software Framework Internet of Things (IoT) Machine-to-Machine (M2M) Integration NoSQL Databases Peer-to-Peer |
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This book presents a detailed review of high-performance computing infrastructures for next-generation big data and fast data analytics. Features: includes case studies and learning activities throughout the book and self-study exercises in every chapter; presents detailed case studies on social media analytics for intelligent businesses and on big data analytics (BDA) in the healthcare sector; describes the network infrastructure requirements for effective transfer of big data, and the storage infrastructure requirements of applications which generate big data; examines real-time analytics solutions; introduces in-database processing and in-memory analytics techniques for data mining; discusses the use of mainframes for handling real-time big data and the latest types of data management systems for BDA; provides information on the use of cluster, grid and cloud computing systems for BDA; reviews the peer-to-peer techniques and tools and the common information visualization techniques, used in BDA.