High-Performance Big-Data Analytics: Computing Systems and Approaches

di Pethuru Raj (Autore)

Anupama Raman (Autore)

Dhivya Nagaraj (Autore)

Springer International Publishing AG, 2015

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.

• Autore: Pethuru Raj, Anupama Raman, Dhivya Nagaraj
• Editore: Springer International Publishing AG
• Collana: Computer Communications and Networks
• Anno: 2015
• Rilegatura: Hardback
• Pagine: 428 p.
• Dimensioni: 235 x 155 mm
• EAN: 9783319207438

Testo in English