SlideShare a Scribd company logo
Cloud Search
Secured
Roland Major – Enterprise Architect
• the business challenge
• evolutionary approach
• what does it look like
• what is next
Challenges - growth
Challenges - breadth
• 30 million journeys daily
• In addition to all road and rail
transport, we look after rivers,
assisted travel, taxi and
private hire regulation
• We do much more also from
education to running the
world’s largest out of home
advertising estate of its type
• We’re 150 years old and
chock full of heritage and
design assets
Evolutionary approach
• very diverse data / silo systems
• mixed quality
• Personal data at times (Incidents)
• low levels of Data Tooling /
Governance
• Increasing pressures to publish
information to customers
• More Insights
• Faster
Publication
• Broad reach
• Policy Based
• Clear separation
of sensitive data
• Roadworks
coordination is
already built
What does it “look like”
•Traditional approaches haven’t
scaled well - business
•We have tried new technology in
sandboxes
•The market remains very open
Evolutionary approach
• Flow, traffic, density analytics is performed on the
Detector Stream for each sensor
from DetectorStream#window.time(1 min) select count(*)/60
as flow, avg(vehicleLength)/60 as traffic, 1/(avg(headway) as density, ... insert
into DetectorAnalysisStream;
• The results are mapped to links and presented via
APIs for visual representation
• We can enrich this with WAZE data inputs as well
Sensor Coverage
Architecture
Summary
•Technology is not the issue - new
business models may be
•Skills and Business Change remain
the biggest challenges
•New models of engagement
•Questions

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BDW16 London - Roland Major, Transport for London - Cloud Search Secured

  • 1. Cloud Search Secured Roland Major – Enterprise Architect
  • 2. • the business challenge • evolutionary approach • what does it look like • what is next
  • 4. Challenges - breadth • 30 million journeys daily • In addition to all road and rail transport, we look after rivers, assisted travel, taxi and private hire regulation • We do much more also from education to running the world’s largest out of home advertising estate of its type • We’re 150 years old and chock full of heritage and design assets
  • 5. Evolutionary approach • very diverse data / silo systems • mixed quality • Personal data at times (Incidents) • low levels of Data Tooling / Governance • Increasing pressures to publish information to customers
  • 6. • More Insights • Faster Publication • Broad reach • Policy Based • Clear separation of sensitive data • Roadworks coordination is already built
  • 7. What does it “look like” •Traditional approaches haven’t scaled well - business •We have tried new technology in sandboxes •The market remains very open
  • 8. Evolutionary approach • Flow, traffic, density analytics is performed on the Detector Stream for each sensor from DetectorStream#window.time(1 min) select count(*)/60 as flow, avg(vehicleLength)/60 as traffic, 1/(avg(headway) as density, ... insert into DetectorAnalysisStream; • The results are mapped to links and presented via APIs for visual representation • We can enrich this with WAZE data inputs as well
  • 11. Summary •Technology is not the issue - new business models may be •Skills and Business Change remain the biggest challenges •New models of engagement