TY  - BOOK
ED  - National Research Council (U.S.).
ED  - National Research Council (U.S.).
ED  - National Research Council (U.S.).
ED  - National Research Council (U.S.).
TI  - Frontiers in massive data analysis
SN  - 0309287782 (pbk.)
AV  - QA276.4 .F76 2013
PY  - 2013///]
CY  - Washington, D.C.
PB  - The National Academies Press
KW  - Mathematical statistics
KW  - Data processing
KW  - Social sciences
KW  - Statistical methods
N1  - 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
N2  - 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
UR  - https://drive.google.com/file/d/1aDwtdZkpaAqJazVXElrDcscOUDwijhTx/view?usp=sharing
ER  -