Frontiers in Massive Data Analysis.
by
 
Statistics, Committee on Applied and Theoretical.

Title
Frontiers in Massive Data Analysis.

Author
Statistics, Committee on Applied and Theoretical.

ISBN
9780309287791

Personal Author
Statistics, Committee on Applied and Theoretical.

Physical Description
1 online resource (191 pages)

Contents
FrontMatter -- 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.

Local Note
Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2017. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries.

Subject Term
Mathematical statistics -- Data processing.
 
Social sciences -- Statistical methods.

Genre
Electronic books.

Added Author
Applications, Board on Mathematical Sciences and Their.
 
Sciences, Division on Engineering and Physical.
 
Council, National Research.
 
National Research Council,.

Electronic Access
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LibraryMaterial TypeItem BarcodeShelf NumberStatus
IYTE LibraryE-Book1321063-1001QA276.4 -- .F76 2013 EBEbrary E-Books