000 03107nam a22005295i 4500
001 978-1-4939-6575-5
003 DE-He213
005 20180206182945.0
007 cr nn 008mamaa
008 160826s2016 xxu| s |||| 0|eng d
020 _a9781493965755
_9978-1-4939-6575-5
050 4 _aQA76.9.D3
072 7 _aUN
_2bicssc
072 7 _aUMT
_2bicssc
072 7 _aCOM021000
_2bisacsh
082 0 4 _a005.74
_223
100 1 _aGali?, Zdravko.
_eauthor.
245 1 0 _aSpatio-Temporal Data Streams
_h[recurso electrónico] /
_cby Zdravko Gali?.
264 1 _aNew York, NY :
_bSpringer New York :
_bImprint: Springer,
_c2016.
300 _aXIV, 107 p. 28 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aSpringerBriefs in Computer Science,
_x2191-5768
505 0 _aIntroduction -- Spatio-Temporal Continuous Queries -- Spatio-Temporal Data Streams and Big Data Paradigm -- Spatio-Temporal Data Stream Clustering.
520 _aThis SpringerBrief presents the fundamental concepts of a specialized class of data stream, spatio-temporal data streams, and demonstrates their distributed processing using Big Data frameworks and platforms. It explores a consistent framework which facilitates a thorough understanding of all different facets of the technology, from basic definitions to state-of-the-art techniques. Key topics include spatio-temporal continuous queries, distributed stream processing, SQL-like language embedding, and trajectory stream clustering. Over the course of the book, the reader will become familiar with spatio-temporal data streams management and data flow processing, which enables the analysis of huge volumes of location-aware continuous data streams. Applications range from mobile object tracking and real-time intelligent transportation systems to traffic monitoring and complex event processing. Spatio-Temporal Data Streams is a valuable resource for researchers studying spatio-temporal data streams and Big Data analytics, as well as data engineers and data scientists solving data management and analytics problems associated with this class of data.
650 0 _aComputer science.
650 0 _aComputer communication systems.
650 0 _aDatabase management.
650 0 _aGeographical information systems.
650 0 _aGraph theory.
650 1 4 _aComputer Science.
650 2 4 _aDatabase Management.
650 2 4 _aGeographical Information Systems/Cartography.
650 2 4 _aComputer Communication Networks.
650 2 4 _aGraph Theory.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9781493965731
830 0 _aSpringerBriefs in Computer Science,
_x2191-5768
856 4 0 _zLibro electrónico
_uhttp://148.231.10.114:2048/login?url=http://dx.doi.org/10.1007/978-1-4939-6575-5
912 _aZDB-2-SCS
942 _cLIBRO_ELEC
999 _c225699
_d225699