| 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 | http://file.papertrans.cn/427/426641/426641.mp4 |
| 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 |