02906nam 2200589 450 991082901570332120230126211948.00-309-28781-20-309-28779-0(CKB)3710000000103395(EBL)3379260(SSID)ssj0001085500(PQKBManifestationID)12481775(PQKBTitleCode)TC0001085500(PQKBWorkID)11049204(PQKB)10666244(MiAaPQ)EBC3379260(Au-PeEL)EBL3379260(CaPaEBR)ebr10863915(OCoLC)923290367(EXLCZ)99371000000010339520130708h20132013 uy| 0engurcnu||||||||txtccrFrontiers in massive data analysis /Committee on the Analysis of Massive Data ; Committee on Applied and Theoretical Statistics, Board on Mathematical Sciences and Their Applications, Division on Engineering and Physical Sciences, National Research Council of the National AcademiesWashington, District of Columbia :The National Academies Press,[2013]©20131 online resource (191 p.)Description based upon print version of record.0-309-28778-2 Includes bibliographical references.""Front Matter""; ""Acknowledgments""; ""Contents""; ""Summary""; ""1 Introduction""; ""2 Massive Data in Science, Technology, Commerce, National Defense, Telecommunications, and Other Endeavors""; ""3 Scaling the Infrastructure for Data Management""; ""4 Temporal Data and Real-Time Algorithms""; ""5 Large-Scale Data Representations""; ""6 Resources, Trade-offs, and Limitations""; ""7 Building Models from Massive Data""; ""8 Sampling and Massive Data""; ""9 Human Interaction with Data""; ""10 The Seven Computational Giants of Massive Data Analysis""; ""11 Conclusions""; ""Appendixes""""Appendix A: Acronyms""""Appendix B: Biographical Sketches of Committee Members""Mathematical statisticsData processingSocial sciencesStatistical methodsMathematical statisticsData processing.Social sciencesStatistical methods.519.2National Research Council (U.S.).Committee on Applied and Theoretical Statistics,National Research Council (U.S.).Committee on the Analysis of Massive Data,National Research Council (U.S.).Board on Mathematical Sciences and Their Applications,National Research Council (U.S.).Division on Engineering and Physical Sciences,MiAaPQMiAaPQMiAaPQBOOK9910829015703321Frontiers in massive data analysis3979282UNINA