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REBECCA PARSONS

[email protected]://thoughtworks.com

CTO

BigDataData

Wednesday, November 7, 12

REBECCA PARSONS

[email protected]://thoughtworks.com

CTO

The Evolving Panorama of Data

Wednesday, November 7, 12

Changing Nature of Data

Response

How we use data nowWednesday, November 7, 12

Data is: Growing

Wednesday, November 7, 12

Walmart: 1 million transactions per hour

Facebook: 40 billion photos

The Economist: Feb 25th 2010

Data is: Growing

Wednesday, November 7, 12

640K ought to be enough for anybody

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2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012

1,482,824

1,287,537

1,080,872

853,698

616,308

356,191

127,942

40,2238,6401,990442

Monthly Contributors to Wikipedia souce: wikipedia

Data is: Distributed

Wednesday, November 7, 12

Data is: Distributed

Wednesday, November 7, 12

Data is: Distributed

98% of internet access points in Africa are mobile

30 million networked sensor nodes

growing 30% per year

McKinsey Global Institute: Big data: The next frontier for innovation, competition, and productivity

Wednesday, November 7, 12

Data is: Valuable

$300 billion / year for US health care

60% increase in retail margins

McKinsey Global Institute: Big data: The next frontier for innovation, competition, and productivity

Wednesday, November 7, 12

Data is: Urgent

Wednesday, November 7, 12

Data is: Connected

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Changing Nature of Data

Response

How we use data nowWednesday, November 7, 12

"NoSQL"

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Document

Graph

Graph

Key-value

Column-family

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GraphWednesday, November 7, 12

Graph

Polyglot Persistence

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Event Sourcing

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Log

Application State

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Data Sourceswere will be

textimagevideo

connections

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Analyticswill be

pattern recognition

data mining

chasing connections

were

roll-ups

trends

variance

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mapmapmapmap reduce

mapmapmapmap reduce

mapmapmapmap reduce

reduce

per order per month

Wednesday, November 7, 12

Wednesday, November 7, 12

10,000 ft view (literally)

CodeCity by Richard Wettel

http://www.inf.unisi.ch/phd/wettel/codecity.html

Wednesday, November 7, 12

Wednesday, November 7, 12

Changing Nature of Data

Response

How we use data nowWednesday, November 7, 12

Data Scientist Journalist

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Wednesday, November 7, 12

Wednesday, November 7, 12

Data Warehousing

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http://ureport.ug/Wednesday, November 7, 12

http://ushahidi.com/

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http://libyacrisismap.net/Wednesday, November 7, 12

http://opendata.go.ke/Wednesday, November 7, 12

Wednesday, November 7, 12

http://datawithoutborders.cc/Wednesday, November 7, 12

Wednesday, November 7, 12

Wednesday, November 7, 12

http://unglobalpulse.orgWednesday, November 7, 12

0

100

200

300

400

500

Supply Demand

Deep Analytical Talent in 2018

50% of supply

McKinsey Global Institute: Big data: The next frontier for innovation, competition, and productivityWednesday, November 7, 12

Wednesday, November 7, 12

What about us?

Wednesday, November 7, 12

Wednesday, November 7, 12

Order-Taker Syndrome

Wednesday, November 7, 12

REBECCA PARSONS

[email protected]://thoughtworks.com

CTO

clip art from http://openclipart.org

Wednesday, November 7, 12


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