000 02714nam a22004575i 4500
003 DE-He213
005 20231104114416.0
007 cr nn 008mamaa
008 150716s2015 gw | s |||| 0|eng d
020 _a9783319204482
_z978-3-319-20448-2
024 7 _a10.1007/978-3-319-20448-2
_2doi
050 4 _aQA76.9.D3
072 7 _aUN
_2bicssc
072 7 _aCOM021000
_2bisacsh
072 7 _aUN
_2thema
072 7 _aUMT
_2thema005.74
_223
100 1 _aWang, Dan.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
245 1 0 _aSublinear Algorithms for Big Data Applications /
_cby Dan Wang, Zhu Han.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2015.
300 _a1 online resource
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 0 _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 _aDatabase management.
650 0 _aComputer Communication Networks.
650 0 _aTelecommunication.
650 1 4 _aDatabase Management.
_0http://scigraph.springernature.com/things/product-market-codes/I18024
650 2 4 _aComputer Communication Networks.
_0http://scigraph.springernature.com/things/product-market-codes/I13022
650 2 4 _aCommunications Engineering, Networks.
_0http://scigraph.springernature.com/things/product-market-codes/T24035
700 1 _aHan, Zhu.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
710 2 _aSpringerLink (Online service)
856 4 0 _uhttps://doi.org/10.1007/978-3-319-20448-2
_3Springer eBooks
_zOnline access link to the resource
912 _aZDB-2-SCS
999 _c200434476
_d52688
942 _2lcc
_cEBK
041 _aeng