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
:
Library | Material Type | Item Barcode | Shelf Number | Status |
---|
IYTE Library | E-Book | 1321063-1001 | QA276.4 -- .F76 2013 EB | Ebrary E-Books |