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BIG DATA EUROPE PROJECT
EMPOWERING MOBILITY MANAGEMENT WITH BIG DATA
mobil-TUM 201706.07.2017
Stakeholder Engagement & Activities
M12M6 M18 M24 M30
Coordination & Support Action
2015-17
Importance of Volume Importance of Velocity
Stakeholder Requirements (1)
Importance of Variety Efficiency of Data Infrastructures
Stakeholder Requirements (II)
Societal Data Value Chain Requirements
BDE Integrator Platform
Released!
 Stacks Open Source solutions (Free)
 Dockerization
 Facilitates integration and
deployment
 Plug-and-play BD Platform
 Key BDE additions
o Support layer: integrated UI
o Semantification layer
 Final Release:
o 3rd May 2017 17-juil.-17www.big-data-europe.eu
BigDataEurope’s 7 Pilots
◎ BigDataEurope Platform Instantiations
o Allow end-users to easily deploy functionality in own system
environment
o Modularized Docker approach - easier to replace components
o Reduces effort to keep 3rd party software updated & integrated
◎ 7 Societal Challenge Pilots
o Aligned with 7 European Commision H2020 Societal Challenges
o Real-world use-cases (Data, Objectives, Solutions)
o Some pilots have different data & objectives but a similar solution
◎More info:
17-juil.-17www.big-data-europe.eu
www.big-data-europe.eu/pilot/
SC4 Transport Pilot
 Objective: Real-Time Info-Mobility
Services & Advanced Planning
(Personal & Regional Traffic
Management)
 Multisource datasets (speed, traffic
flow, travel time) in Thessaloniki
 Probe Data (FCD & Bluetooth Device),
Map Data, Social Media.
 Traffic status short-term prediction
based on mobility patterns recognition.
 Integration of machine learning
techniques to train Neural Network
Model for efficient and robust traffic
17-juil.-17
www.big-data-europe.eu
TrafficThess
Traffic conditions in the city of
Thessaloniki, Greece during snowfall on
10 & 11 Jan 2017:
Keep calm!
It’s just
another
congestion on
the ring
road…
www.trafficthess.imet.gr
Reliable traffic conditions monitoring on a 24/7/365 basis
 Visual
representation of the
current as well as
past speeds in
Thessaloniki,
Greece
 Email notifications
 Historical raw data
export per link in
open format
TrafficPaths
www.trafficpaths.imet.gr
Calculation of travel times on a 24/7/365 basis
 Descriptive information
of the current travel
times wherever available
(Thessaloniki, Patra,
Irakleon, Serres, Kavala)
 Mobile friendly web page
TrafficThess Reportswww.trafficthessreports.imet.gr
A personalized single point of access
 Visual & Descriptive
repres. of current
traffic conditions
(speed/travel times)
 Highly customizable
email notifications
 Normalized historical
data export/road in
open format
 Traffic calendar
(powered by Google)
 Mobile friendly Web
portal, sign-up
required
Questions & Contacts
www.big-data-europe.eu
17-juil.-17
#BigDataEurope
BIG DATA INTEGRATOR
www.github.com/big-data-europe
MOBILITY PILOT DESCRIPTION
https://www.big-data-europe.eu/pilot-transport/
PROJECT COORDINATION (Fraunhofer IAIS)
Prof. Sören Auer, auer © cs.uni-bonn · de
> Dr. Simon Scerri, scerri © cs.uni-bonn · de
EIS Department/Group,
Fraunhofer IAIS & CS Department Uni-Bonn, Bonn, Germany
Input: Requirements,
Technical, Standardisation
Leads Fraunhofer
Big Data Alliance

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BDE_MobilTUMWorkshop

  • 1. BIG DATA EUROPE PROJECT EMPOWERING MOBILITY MANAGEMENT WITH BIG DATA mobil-TUM 201706.07.2017
  • 2. Stakeholder Engagement & Activities M12M6 M18 M24 M30 Coordination & Support Action 2015-17
  • 3. Importance of Volume Importance of Velocity Stakeholder Requirements (1)
  • 4. Importance of Variety Efficiency of Data Infrastructures Stakeholder Requirements (II)
  • 5. Societal Data Value Chain Requirements
  • 6. BDE Integrator Platform Released!  Stacks Open Source solutions (Free)  Dockerization  Facilitates integration and deployment  Plug-and-play BD Platform  Key BDE additions o Support layer: integrated UI o Semantification layer  Final Release: o 3rd May 2017 17-juil.-17www.big-data-europe.eu
  • 7. BigDataEurope’s 7 Pilots ◎ BigDataEurope Platform Instantiations o Allow end-users to easily deploy functionality in own system environment o Modularized Docker approach - easier to replace components o Reduces effort to keep 3rd party software updated & integrated ◎ 7 Societal Challenge Pilots o Aligned with 7 European Commision H2020 Societal Challenges o Real-world use-cases (Data, Objectives, Solutions) o Some pilots have different data & objectives but a similar solution ◎More info: 17-juil.-17www.big-data-europe.eu www.big-data-europe.eu/pilot/
  • 8. SC4 Transport Pilot  Objective: Real-Time Info-Mobility Services & Advanced Planning (Personal & Regional Traffic Management)  Multisource datasets (speed, traffic flow, travel time) in Thessaloniki  Probe Data (FCD & Bluetooth Device), Map Data, Social Media.  Traffic status short-term prediction based on mobility patterns recognition.  Integration of machine learning techniques to train Neural Network Model for efficient and robust traffic 17-juil.-17 www.big-data-europe.eu
  • 9. TrafficThess Traffic conditions in the city of Thessaloniki, Greece during snowfall on 10 & 11 Jan 2017: Keep calm! It’s just another congestion on the ring road… www.trafficthess.imet.gr Reliable traffic conditions monitoring on a 24/7/365 basis  Visual representation of the current as well as past speeds in Thessaloniki, Greece  Email notifications  Historical raw data export per link in open format
  • 10. TrafficPaths www.trafficpaths.imet.gr Calculation of travel times on a 24/7/365 basis  Descriptive information of the current travel times wherever available (Thessaloniki, Patra, Irakleon, Serres, Kavala)  Mobile friendly web page
  • 11. TrafficThess Reportswww.trafficthessreports.imet.gr A personalized single point of access  Visual & Descriptive repres. of current traffic conditions (speed/travel times)  Highly customizable email notifications  Normalized historical data export/road in open format  Traffic calendar (powered by Google)  Mobile friendly Web portal, sign-up required
  • 12. Questions & Contacts www.big-data-europe.eu 17-juil.-17 #BigDataEurope BIG DATA INTEGRATOR www.github.com/big-data-europe MOBILITY PILOT DESCRIPTION https://www.big-data-europe.eu/pilot-transport/ PROJECT COORDINATION (Fraunhofer IAIS) Prof. Sören Auer, auer © cs.uni-bonn · de > Dr. Simon Scerri, scerri © cs.uni-bonn · de EIS Department/Group, Fraunhofer IAIS & CS Department Uni-Bonn, Bonn, Germany Input: Requirements, Technical, Standardisation Leads Fraunhofer Big Data Alliance