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BIG DATA EUROPE FOR
SMART, GREEN AND
INTEGRATED TRANSPORT
1ST
WORKSHOP FOLLOW-
UP
DATA AND TECHNOLOGY
Seán Gaines, Vicomtech-IK4 - 20151211
Background and Objectives
 Background
o BDE aims to create a foundational work for
Euroepan companies to build innovative Big Data
Solutiosn
o The BDE includes objectives focused on the
Transport Societal Challenge
 Objectives
o Provide input to the BDE platform design
o Present a high level and consistent view of the
Transport Data and Technology needs and
potential
Summary of Workshop
Session
 Three Transport dimensions discussed:
o Infrastructure
o Vehicle
o Users
 Types of data within each dimension were
discussed
 An analysis of the Volume, Velocity and
Variety of each type was done
Infrastructure
Data Types/Function Volume Velocity Variety
Dynamic Maps/Attributes + - +
Maintenance - - +
Operational + + +
Foresight ? ? ?
Vehicle
Data Types/Function Volume Velocity Variety
Location + - +
Driver Monitoring 0 0 +
Performance + + +
Telemetry + + -
Private Users
Data Types/Function Volume Velocity Variety
Events ? + +
State - - +
Behaviours - + +
Personal Activity - + +
Conclusions
 Commonalities between data types and their
3V characterisitics do exists but need to be
better understood between domain experts
 High diversity in application of Big Data
technologies in transport
 A more complete understanding of data
challenges is hindering the identification of
real solutions
Open Issues and Challenges
 Building Big Data expertise in the domain
 Privacy is and will remain a significant issue
 Control and measurement of the quality of
data and therefore the knowledge derived
form it
 Lack of understanding between domains could
lead to rifts between domains
 Rifts would further compound the problem of
data silos and hinder interoperability between
big data solutions
Open Issues and Challenges
 Lack of Data Formats and Interoperability are
a barrier
 Data Loss from infrastructure, vehicles and
users that will grow in an IoT world
 Linking data across the domains
 Driving value from Transport data sources
 Simple, in situ and economical processing of
data
Questions?

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SC4 BigDataEurope - Transport Data and Technologies Sean Gaines 11.12.2015

  • 1. BIG DATA EUROPE FOR SMART, GREEN AND INTEGRATED TRANSPORT 1ST WORKSHOP FOLLOW- UP DATA AND TECHNOLOGY Seán Gaines, Vicomtech-IK4 - 20151211
  • 2. Background and Objectives  Background o BDE aims to create a foundational work for Euroepan companies to build innovative Big Data Solutiosn o The BDE includes objectives focused on the Transport Societal Challenge  Objectives o Provide input to the BDE platform design o Present a high level and consistent view of the Transport Data and Technology needs and potential
  • 3. Summary of Workshop Session  Three Transport dimensions discussed: o Infrastructure o Vehicle o Users  Types of data within each dimension were discussed  An analysis of the Volume, Velocity and Variety of each type was done
  • 4. Infrastructure Data Types/Function Volume Velocity Variety Dynamic Maps/Attributes + - + Maintenance - - + Operational + + + Foresight ? ? ?
  • 5. Vehicle Data Types/Function Volume Velocity Variety Location + - + Driver Monitoring 0 0 + Performance + + + Telemetry + + -
  • 6. Private Users Data Types/Function Volume Velocity Variety Events ? + + State - - + Behaviours - + + Personal Activity - + +
  • 7. Conclusions  Commonalities between data types and their 3V characterisitics do exists but need to be better understood between domain experts  High diversity in application of Big Data technologies in transport  A more complete understanding of data challenges is hindering the identification of real solutions
  • 8. Open Issues and Challenges  Building Big Data expertise in the domain  Privacy is and will remain a significant issue  Control and measurement of the quality of data and therefore the knowledge derived form it  Lack of understanding between domains could lead to rifts between domains  Rifts would further compound the problem of data silos and hinder interoperability between big data solutions
  • 9. Open Issues and Challenges  Lack of Data Formats and Interoperability are a barrier  Data Loss from infrastructure, vehicles and users that will grow in an IoT world  Linking data across the domains  Driving value from Transport data sources  Simple, in situ and economical processing of data