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Page 1: Big data - from consumers and patients, to the sea and stars
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Ubiquitous, affordable devices and connectivity

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

May 2011 | byJames Manyika, Michael Chui, Brad Brown, Jacques Bughin, Richard

Dobbs, Charles Roxburgh, Angela Hung Byers, McKinsey Global Institute (MGI)

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CloudBig data

Aggregation

MachineLearning Analytics

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“Snow White Portraits”

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http://www.mypersonality.org/wiki

http://www.pnas.org/cgi/doi/10.1073/pnas.1218772110

http://www.pnas.org/cgi/doi/10.1073/pnas.1218772110
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http://youarewhatyoulike.com/Kosinski, M., Stillwell D.J., Graepel T (2013) Private traits and

attributes are predictable from digital records of human behavior.

Proceedings of the National Academy of Sciences (PNAS).)

http://youarewhatyoulike.com/
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Data

Acquisition &

modelling

Collaboration

and

visualisation

Analysis &

data mining

Dissemination

& sharing

Archiving and

preserving

fourthparadigm.org

Data-intensive Research

http://fourthparadigm.org/
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X-Info

• Data ingest

• Managing a petabyte

• Common schema

• How to organize it

• How to reorganize it

• How to share with others

• Query and Vis tools

• Building and executing models

• Integrating data and Literature

• Documenting experiments

• Curation and long-term

preservation

The Generic Problems

Experiments &Instruments

Simulations

Literature

Other Archives

facts

facts

facts

facts

Questions

Answers

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The Cloud

democratizes

access to scale &

economies of scale

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Genomics Revolution

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Genomics

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Manual Measurement

Automated Measurement

Sample Collection

Historical Photographs

Counting

Ubiquitous

Motes

Aircraft SurveysModel Output

Typing

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Monitoring

Collation

Quality assurance

Aggregation

Analysis

Reporting

Forecasting

Distribution

Done poorly,but a few notablecounter-examples

Done poorly to moderately,not easy to find

Sometimes done well,generally discoverable and available,

but could be improved

Integration

(I. Zaslavsky & CSIRO, BOM, WMO)

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Web search:

“open weather

data azure”

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http://fetchclimate2.cloudapp.net/

http://fetchclimate2.cloudapp.net/
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World Wide Telescope

www.worldwidetelescope.org http://www.worldwidetelescope.org/planck.html

http://www.worldwidetelescope.org/
http://www.worldwidetelescope.org/planck.html
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www.tryfsharp.org

http://www.tryfsharp.org/
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Datacenter

Edge point

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http://github.com/windowsazure

http://github.com/windowsazure
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Big Data Cloud Ecosystem

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Windows Azure for Research Group

@azure4research

www.azure4research.com

http://www.linkedin.com/groups/Windows-Azure-Research-6521580?home=&gid=6521580&trk=groups_most_popular-h-logo
https://twitter.com/Azure4Research
http://www.azure4research.com/
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Windows

Azure

Urban

Science

Machine

Learning

Environmental

Science

Life

Sciences

Computer

science

Engineering

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British Library Labs cloud

analysis of digital catalogues,

including 19th Century books

scanned by Microsoft.@MechCuratorBot

mechanicalcurator.tumblr.com

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www.azure4research.com

http://www.azure4research.com/
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Use laptops &

desktop computers

Overwhelmed by

data

Finding analysis

ever more difficult;

sharing even

harder

www.azure4research.com

http://www.azure4research.com/
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