000 04513nam a22005535i 4500
001 978-3-319-20744-5
003 DE-He213
005 20200421112219.0
007 cr nn 008mamaa
008 151016s2015 gw | s |||| 0|eng d
020 _a9783319207445
_9978-3-319-20744-5
024 7 _a10.1007/978-3-319-20744-5
_2doi
050 4 _aTK5105.5-5105.9
072 7 _aUKN
_2bicssc
072 7 _aCOM075000
_2bisacsh
082 0 4 _a004.6
_223
100 1 _aRaj, Pethuru.
_eauthor.
245 1 0 _aHigh-Performance Big-Data Analytics
_h[electronic resource] :
_bComputing Systems and Approaches /
_cby Pethuru Raj, Anupama Raman, Dhivya Nagaraj, Siddhartha Duggirala.
250 _a1st ed. 2015.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2015.
300 _aXXII, 428 p. 164 illus., 149 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aComputer Communications and Networks,
_x1617-7975
505 0 _aEmerging Trends and Transformations in the IT Landscape -- High Performance Technologies for Big- and Fast-Data Analytics -- Big- and Fast-Data Analytics for High-Performance Computing -- Network Infrastructure for High-Performance Big-Data Analytics -- Storage Infrastructure for High-Performance Big-Data Analytics -- Real-Time Analytics using High-Performance Computing -- High-Performance Computing Paradigms -- In-Database Processing and In-Memory Analytics -- High-Performance Integrated Systems, Databases and Warehouses for Big- and Fast-Data Analytics -- Cluster and Grid Computing Paradigms -- High-Performance Peer-to-Peer Systems -- Visualization Dimensions for High-Performance Big-Data Analytics -- Social Media Analytics for Organization Empowerment -- Big-Data Analytics for Healthcare.
520 _aThis important and timely text/reference presents a detailed review of high-performance computing infrastructures for next-generation big data and fast data analytics.  Comprehensively covering a diverse range of computer systems and proven techniques for high-performance big-data analytics, the book also presents case studies, practical guidelines, and best practices for enabling decision-making toward implementing the appropriate computer systems and approaches. Topics and features: Includes case studies and learning activities throughout the book, and self-study exercises at the end of every chapter Presents detailed case studies on social media analytics for intelligent businesses, and on big data analytics 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, such as machine data analytics and operational analytics 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 big and fast data analytics Provides information on the use of cluster, grid and cloud computing systems for big data analytics and data-intensive processing Reviews the peer-to-peer techniques and tools, and the common information visualization techniques, used in big data analytics Software engineers, cloud professionals and big data scientists will find this book to be an informative and inspiring read, highlighting the indispensable role data analytics will play in shaping a smart future.
650 0 _aComputer science.
650 0 _aMicroprocessors.
650 0 _aComputer communication systems.
650 0 _aApplication software.
650 1 4 _aComputer Science.
650 2 4 _aComputer Communication Networks.
650 2 4 _aInformation Systems Applications (incl. Internet).
650 2 4 _aComputer Appl. in Administrative Data Processing.
650 2 4 _aProcessor Architectures.
700 1 _aRaman, Anupama.
_eauthor.
700 1 _aNagaraj, Dhivya.
_eauthor.
700 1 _aDuggirala, Siddhartha.
_eauthor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783319207438
830 0 _aComputer Communications and Networks,
_x1617-7975
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-319-20744-5
912 _aZDB-2-SCS
942 _cEBK
999 _c57303
_d57303