High-Performance Big-Data Analytics

Computing Systems and Approaches

von Pethuru Raj, Anupama Raman, Dhivya Nagaraj, Siddhartha Duggirala

428 Seiten, Hardcover

Kurzbeschreibung des Verlags

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 infrastructurerequirements 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.

• Reihe: Computer Communications and Networks
• ISBN: 9783319207438
• Sprache: Englisch
• Erscheinungsdatum: 28.10.2015
• Genre: Informatik, EDV/Datenkommunikation, Netzwerke
• Verlag: Springer International Publishing