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1 de 34
research.microsoft.com/techfest2013/
𝜌
𝐷𝑣
𝐷𝑡
= −𝛻𝑝 + 𝛻 ∙ 𝜯 + 𝒇
• Multidisciplinary interactions
• Wide temporal and spatial scales
• Real-time streams
• Structured and unstructured
• Virtual organizations
• Socialization and management
• Client-centric and infrastructure-centric
fourthparadigm.org
Every research field is now a data
science field
Data-intensive Research
Data
Acquisition &
modelling
Collaboration
and
visualisation
Analysis &
data mining
Dissemination
& sharing
Archiving and
preserving
fourthparadigm.org
Genomics
David
Heckerman
Genomics
http://research.microsoft.com/apps/video/?id=175586
The genomics revolution
Vaccine design
• Spammers mutate their
messages to work around
filters
• Solution: Go after the weak
link
• HIV mutates to avoid
attack by immune system
• Solution: Go after the
weak link
http://research.microsoft.com/apps/video/
default.aspx?id=189426
North
Central USA
South
Central USA
Northern
Europe
Western
Europe
Eastern Asia
Southeast
Asia
100 globally distributed data centers
From ‘edge’ facilities to megascale
(100k to 1 M servers)
IT
PAC
http://www.globalfoundationservices.com/
application
building
blocks
“Cloud computing has the potential to revolutionise research by
offering vast compute resources on-demand. At Newcastle
University, we already have over £20M of research projects that
are supported by the cloud. However, one of the major barriers
holding back further cloud adoption is the time it takes to
transfer large datasets from the lab to the cloud for analysis. This
new link between Janet and the Azure Cloud removes this barrier,
and will allow a far greater range of research projects to fully
exploit the benefits of cloud computing.”
“In the UK, higher education institutions are fortunate to have high
speed network services as provided by Janet. The capability
afforded by Janet’s peering with Microsoft’s Azure Cloud with high-
bandwidth secure connections creates new opportunities for
researchers and the University community as a whole.”
Professor Anne Trefethen, Chief Information Officer,
University of Oxford:
University of Adelaide
Accelerating Drug Design - QSAR
5 years
10 hours
Fighting Wildfires with Data
http://research.microsoft.com/apps/video/default.aspx?id=175587
Life, the Universe, and
Everything
www.chronozoomproject.org
www.chronozoomproject.org
www.windowsazure.com
Use laptops &
desktop computers
Overwhelmed by
data
Finding analysis
ever more difficult;
sharing even
harder
Azure for Education Ktadeka UCL Cloud Event 2013
Azure for Education Ktadeka UCL Cloud Event 2013
Azure for Education Ktadeka UCL Cloud Event 2013

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