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.
Produkteigenschaften
- Artikelnummer: 9783319363240
- Medium: Buch
- ISBN: 978-3-319-36324-0
- Verlag: Springer International Publishing
- Erscheinungstermin: 23.08.2016
- Sprache(n): Englisch
- Auflage: Softcover Nachdruck of the original 1. Auflage 2015
- Serie: Computer Communications and Networks
- Produktform: Kartoniert, Previously published in hardcover
- Gewicht: 6788 g
- Seiten: 428
- Format (B x H x T): 155 x 235 x 25 mm
- Ausgabetyp: Kein, Unbekannt
Themen
- Mathematik | Informatik
- EDV | Informatik
- Informatik
- Mensch-Maschine-Interaktion
- Ambient Intelligence, RFID, Internet der Dinge
- Mathematik | Informatik
- EDV | Informatik
- Computerkommunikation & -vernetzung
- Cloud-Computing, Grid-Computing