书目名称 | High-Performance Big-Data Analytics |
副标题 | Computing Systems an |
编辑 | Pethuru Raj,Anupama Raman,Siddhartha Duggirala |
视频video | |
概述 | Vividly illustrates the benefits of using high-performance infrastructures for next-generation data analytics.Provides numerous and varied case studies and examples of best practice.Includes learning |
丛书名称 | Computer Communications and Networks |
图书封面 |  |
描述 | 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. |
出版日期 | Book 2015 |
关键词 | Big Data Analytics; Hadoop Distributed File System (HDFS); Hadoop Software Framework; Internet of Thing |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-319-20744-5 |
isbn_softcover | 978-3-319-36324-0 |
isbn_ebook | 978-3-319-20744-5Series ISSN 1617-7975 Series E-ISSN 2197-8433 |
issn_series | 1617-7975 |
copyright | Springer International Publishing Switzerland 2015 |