Frontiers 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 Academies.
Material type: TextPublisher: Washington, D.C. : The National Academies Press, [2013]Copyright date: ©2013Description: xiii, 176 pages ; 23 cmContent type:- text
- computer
- online resource
- 0309287782 (pbk.)
- 9780309287784 (pbk.)
- QA276.4 .F76 2013
Item type | Current library | Call number | Status | Date due | Barcode | |
---|---|---|---|---|---|---|
E-Resources | Main Library E-Resources | 001.422 F935 (Browse shelf(Opens below)) | Available | E001223 |
Browsing Main Library shelves, Shelving location: E-Resources Close shelf browser (Hides shelf browser)
Data mining of massive data sets is transforming the way we think about crisis response, marketing, entertainment, cybersecurity and national intelligence. This title examines the frontier of analyzing massive amounts of data, whether in a static database or streaming through a system.
Includes bibliographical references.
Introduction -- Massive Data in Science, Technology, Commerce, National Defense, Telecommunications, and Other Endeavors -- Scaling the Infrastructure for Data Management -- Temporal Data and Real-Time Algorithms -- Large-Scale Data Representations -- Resources, Trade-offs, and Limitations -- Building Models from Massive Data -- Sampling and Massive Data -- Human Interaction with Data -- The Seven Computational Giants of Massive Data Analysis -- Conclusions -- Appendixes -- Appendix A: Acronyms -- Appendix B: Biographical Sketches of Committee Members.
There are no comments on this title.