Big data and its technical challenges

Computing Community Consortium . Advancing Discovery in Science and Engineering . Spring 2011 . Computing Community Consortium. Advancing Discovery in Science and Engineering. Spring 2011.

Computing Community Consortium . Advancing Personalized Education . Spring 2011 . Computing Community Consortium. Advancing Personalized Education. Spring 2011.

Computing Community Consortium . Smart Health and Wellbeing . Spring 2011 . Computing Community Consortium. Smart Health and Wellbeing. Spring 2011.

Computing Community Consortium . A Sustainable Future . Summer 2011 . Computing Community Consortium. A Sustainable Future. Summer 2011.

Computer Research Association. Challenges and Opportunities with Big Data. Community white paper available at http://cra.org/ccc/docs/init/bigdatawhitepaper.pdf Computer Research Association. Challenges and Opportunities with Big Data. Community white paper available at http://cra.org/ccc/docs/init/bigdatawhitepaper.pdf

Dobbie , W. and Fryer , Jr. R.G. Getting Beneath the Veil of Effective Schools: Evidence from New York City. NBER Working Paper No. 17632. Issued Dec. 2011 . Dobbie, W. and Fryer, Jr. R.G. Getting Beneath the Veil of Effective Schools: Evidence from New York City. NBER Working Paper No. 17632. Issued Dec. 2011.

Economist . Drowning in numbers: Digital data will flood the planet---and help us understand it better. (Nov 18 , 2011 ); http://www.economist.com/blogs/dailychart/2011/11/big-data-0 Economist. Drowning in numbers: Digital data will flood the planet---and help us understand it better. (Nov 18, 2011); http://www.economist.com/blogs/dailychart/2011/11/big-data-0

Flood , M. , Jagadish , H.V. , Kyle , A. , Olken , F. and Raschid , L . Using data for systemic financial risk management . In Proc. 5th Biennial Conf. Innovative Data Systems Research (Jan. 2011 ). Flood, M., Jagadish, H.V., Kyle, A., Olken, F. and Raschid, L. Using data for systemic financial risk management. In Proc. 5th Biennial Conf. Innovative Data Systems Research (Jan. 2011).

Forbes . Data-driven: Improving business and society through data. (Feb. 10 , 2012 ); http://www.forbes.com/special-report/data-driven.html Forbes. Data-driven: Improving business and society through data. (Feb. 10, 2012); http://www.forbes.com/special-report/data-driven.html

Gartner Group . Pattern-Based Strategy: Getting Value from Big Data. (July 2011 press release) ; http://www.gartner.com/it/page.jsp?id=173 1916 Gartner Group. Pattern-Based Strategy: Getting Value from Big Data. (July 2011 press release); http://www.gartner.com/it/page.jsp?id=1731916

10.1038/nature06958

Hey , T. , Tansley , S. and Tolle , K ., eds . The Fourth Paradigm: Data-Intensive Scientific Discovery. Microsoft Research , 2009 . Hey, T., Tansley, S. and Tolle, K., eds. The Fourth Paradigm: Data-Intensive Scientific Discovery. Microsoft Research, 2009.

10.1126/science.1197891

Lazar , D. . Computational social science . Science 323 , 5915 (Feb. 6 , 2009 ), 721--723. Lazar, D. et al. Computational social science. Science 323, 5915 (Feb. 6, 2009), 721--723.

Lohr , A. The age of Big Data . New York Times (Feb. 11, 2012 ); http://www.nytimes.com/ 2012 /02/12/sunday-review/big-datas-impact-in-the-world.html Lohr, A. The age of Big Data. New York Times (Feb. 11, 2012); http://www.nytimes.com/2012/02/12/sunday-review/big-datas-impact-in-the-world.html

Lohr , S. How Big Data became so big . New York Times (Aug. 11, 2012 ); http://www.nytimes.com/ 2012 /08/12/business/how-big-data-became-so-big-unboxed.html Lohr, S. How Big Data became so big. New York Times (Aug. 11, 2012); http://www.nytimes.com/2012/08/12/business/how-big-data-became-so-big-unboxed.html

Manyika , J. et al. Big Data: The next frontier for innovation, competition, and productivity . McKinsey Global Institute . May 2011 . Manyika, J. et al. Big Data: The next frontier for innovation, competition, and productivity. McKinsey Global Institute. May 2011.

National Science and Technology Council. Materials Genome Initiative for Global Competitiveness . June 2011 . National Science and Technology Council. Materials Genome Initiative for Global Competitiveness. June 2011.

Noguchi , Y. Following the Breadcrumbs to Big Data Gold . National Public Radio (Nov. 29, 2011 ); http://www.npr.org/ 2011 /11/29/142521910/the-digital-breadcrumbs-that-lead-to-big-data Noguchi, Y. Following the Breadcrumbs to Big Data Gold. National Public Radio (Nov. 29, 2011); http://www.npr.org/2011/11/29/142521910/the-digital-breadcrumbs-that-lead-to-big-data

Noguchi , Y. The Search for Analysts to Make Sense of Big Data . National Public Radio, (Nov. 30, 2011 ); http://www.npr.org/ 2011 /11/30/142893065/the-search-for-analysts-to-make-sense-of-big-data Noguchi, Y. The Search for Analysts to Make Sense of Big Data. National Public Radio, (Nov. 30, 2011); http://www.npr.org/2011/11/30/142893065/the-search-for-analysts-to-make-sense-of-big-data

Pariser , E. The Filter Bubble: What the Internet Is Hiding From You . Penguin Press , May 2011 . Pariser, E. The Filter Bubble: What the Internet Is Hiding From You. Penguin Press, May 2011.

PCAST Report . Designing a Digital Future: Federally Funded Research and Development in Networking and Information Technology ( Dec. 2010 ); http://www.whitehouse.gov/sites/default/files/microsites/ostp/pcast-nitrd-report- 2010 .pdf PCAST Report. Designing a Digital Future: Federally Funded Research and Development in Networking and Information Technology (Dec. 2010); http://www.whitehouse.gov/sites/default/files/microsites/ostp/pcast-nitrd-report-2010.pdf

SDSS-III : Massive Spectroscopic Surveys of the Distant Universe, the Milky Way Galaxy, and Extra-Solar Planetary Systems ( Jan. 2008 ); http://www.sdss3.org/collaboration/description.pdf/ SDSS-III: Massive Spectroscopic Surveys of the Distant Universe, the Milky Way Galaxy, and Extra-Solar Planetary Systems (Jan. 2008); http://www.sdss3.org/collaboration/description.pdf/