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
Wednesday, November 7, 12
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
Wednesday, November 7, 12
Changing Nature of Data
Response
How we use data nowWednesday, November 7, 12
"NoSQL"
Wednesday, November 7, 12
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
Wednesday, November 7, 12
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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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
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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