000 02626nam a22005175i 4500
001 978-3-319-20448-2
003 DE-He213
005 20200421112227.0
007 cr nn 008mamaa
008 150716s2015 gw | s |||| 0|eng d
020 _a9783319204482
_9978-3-319-20448-2
024 7 _a10.1007/978-3-319-20448-2
_2doi
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 _aWang, Dan.
_eauthor.
245 1 0 _aSublinear Algorithms for Big Data Applications
_h[electronic resource] /
_cby Dan Wang, Zhu Han.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2015.
300 _aXI, 85 p. 30 illus., 20 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 _aSpringerBriefs in Computer Science,
_x2191-5768
505 0 _aIntroduction -- Basics for Sublinear Algorithms -- Applications for Wireless Sensor Networks -- Applications for Big Data Processing -- Applications for a Smart Grid -- Concluding Remarks.
520 _aThe brief focuses on applying sublinear algorithms to manage critical big data challenges. The text offers an essential introduction to sublinear algorithms, explaining why they are vital to large scale data systems. It also demonstrates how to apply sublinear algorithms to three familiar big data applications: wireless sensor networks, big data processing in Map Reduce and smart grids. These applications present common experiences, bridging the theoretical advances of sublinear algorithms and the application domain. Sublinear Algorithms for Big Data Applications is suitable for researchers, engineers and graduate students in the computer science, communications and signal processing communities.
650 0 _aComputer science.
650 0 _aComputer communication systems.
650 0 _aDatabase management.
650 0 _aElectrical engineering.
650 1 4 _aComputer Science.
650 2 4 _aDatabase Management.
650 2 4 _aComputer Communication Networks.
650 2 4 _aCommunications Engineering, Networks.
700 1 _aHan, Zhu.
_eauthor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783319204475
830 0 _aSpringerBriefs in Computer Science,
_x2191-5768
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-319-20448-2
912 _aZDB-2-SCS
942 _cEBK
999 _c57718
_d57718