03322nam 22006735 450 991029925410332120200701143514.03-319-20448-310.1007/978-3-319-20448-2(CKB)3710000000449535(EBL)3567781(SSID)ssj0001534872(PQKBManifestationID)11824420(PQKBTitleCode)TC0001534872(PQKBWorkID)11497215(PQKB)10472600(DE-He213)978-3-319-20448-2(MiAaPQ)EBC3567781(PPN)187686327(EXLCZ)99371000000044953520150716d2015 u| 0engur|n|---|||||txtccrSublinear Algorithms for Big Data Applications /by Dan Wang, Zhu Han1st ed. 2015.Cham :Springer International Publishing :Imprint: Springer,2015.1 online resource (94 p.)SpringerBriefs in Computer Science,2191-5768Description based upon print version of record.3-319-20447-5 Includes bibliographical references at the end of each chapters.Introduction -- Basics for Sublinear Algorithms -- Applications for Wireless Sensor Networks -- Applications for Big Data Processing -- Applications for a Smart Grid -- Concluding Remarks.The 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.SpringerBriefs in Computer Science,2191-5768Database managementComputer networksElectrical engineeringDatabase Managementhttps://scigraph.springernature.com/ontologies/product-market-codes/I18024Computer Communication Networkshttps://scigraph.springernature.com/ontologies/product-market-codes/I13022Communications Engineering, Networkshttps://scigraph.springernature.com/ontologies/product-market-codes/T24035Database management.Computer networks.Electrical engineering.Database Management.Computer Communication Networks.Communications Engineering, Networks.005.1Wang Danauthttp://id.loc.gov/vocabulary/relators/aut1061770Han Zhuauthttp://id.loc.gov/vocabulary/relators/autMiAaPQMiAaPQMiAaPQBOOK9910299254103321Sublinear Algorithms for Big Data Applications2520023UNINA