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024 7 $a10.1007/978-3-319-20448-2
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035   $a(DE-He213)978-3-319-20448-2
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100   $a20150716d2015      u|         0
101 0 $aeng
135   $aur|n|---|||||
181   $ctxt
182   $cc
183   $acr
200 10$aSublinear Algorithms for Big Data Applications /$fby Dan Wang, Zhu Han
205   $a1st ed. 2015.
210  1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2015.
215   $a1 online resource (94 p.)
225 1 $aSpringerBriefs in Computer Science,$x2191-5768
300   $aDescription based upon print version of record.
311   $a3-319-20447-5 
320   $aIncludes bibliographical references at the end of each chapters.
327   $aIntroduction -- Basics for Sublinear Algorithms -- Applications for Wireless Sensor Networks -- Applications for Big Data Processing -- Applications for a Smart Grid -- Concluding Remarks.
330   $aThe brief focuses on applying sublinear algorithms to manage critical big data challenges. The text offers an essential introduction to sublinear algorithms, explaining why they are vital to large scale data systems. It also demonstrates how to apply sublinear algorithms to three familiar big data applications: wireless sensor networks, big data processing in Map Reduce and smart grids. These applications present common experiences, bridging the theoretical advances of sublinear algorithms and the application domain. Sublinear Algorithms for Big Data Applications is suitable for researchers, engineers and graduate students in the computer science, communications and signal processing communities.
410  0$aSpringerBriefs in Computer Science,$x2191-5768
606   $aDatabase management
606   $aComputer networks
606   $aElectrical engineering
606   $aDatabase Management$3https://scigraph.springernature.com/ontologies/product-market-codes/I18024
606   $aComputer Communication Networks$3https://scigraph.springernature.com/ontologies/product-market-codes/I13022
606   $aCommunications Engineering, Networks$3https://scigraph.springernature.com/ontologies/product-market-codes/T24035
615  0$aDatabase management.
615  0$aComputer networks.
615  0$aElectrical engineering.
615 14$aDatabase Management.
615 24$aComputer Communication Networks.
615 24$aCommunications Engineering, Networks.
676   $a005.1
700   $aWang$b Dan$4aut$4http://id.loc.gov/vocabulary/relators/aut$01061770
702   $aHan$b Zhu$4aut$4http://id.loc.gov/vocabulary/relators/aut
801  0$bMiAaPQ
801  1$bMiAaPQ
801  2$bMiAaPQ
906   $aBOOK
912   $a9910299254103321
996   $aSublinear Algorithms for Big Data Applications$92520023
997   $aUNINA