SlideShare a Scribd company logo
1 of 10
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?

More Related Content

What's hot

What's hot (20)

EDF2014: Kush Wadhwa, Senior Partner, Trilateral Research & Consulting: Addre...
EDF2014: Kush Wadhwa, Senior Partner, Trilateral Research & Consulting: Addre...EDF2014: Kush Wadhwa, Senior Partner, Trilateral Research & Consulting: Addre...
EDF2014: Kush Wadhwa, Senior Partner, Trilateral Research & Consulting: Addre...
 
BDE SC4 Hangout - Simon Scerri, Introduction
BDE SC4 Hangout - Simon Scerri, IntroductionBDE SC4 Hangout - Simon Scerri, Introduction
BDE SC4 Hangout - Simon Scerri, Introduction
 
SC6 Workshop 1: Big Data Europe platform requirements and draft architecture:...
SC6 Workshop 1: Big Data Europe platform requirements and draft architecture:...SC6 Workshop 1: Big Data Europe platform requirements and draft architecture:...
SC6 Workshop 1: Big Data Europe platform requirements and draft architecture:...
 
EDF2014: Allan Hanbury, Senior Researcher, Vienna University of Technology, A...
EDF2014: Allan Hanbury, Senior Researcher, Vienna University of Technology, A...EDF2014: Allan Hanbury, Senior Researcher, Vienna University of Technology, A...
EDF2014: Allan Hanbury, Senior Researcher, Vienna University of Technology, A...
 
EDF2014: José Ignacio Sánchez Valdenebro, Deputy Director of Digital Public S...
EDF2014: José Ignacio Sánchez Valdenebro, Deputy Director of Digital Public S...EDF2014: José Ignacio Sánchez Valdenebro, Deputy Director of Digital Public S...
EDF2014: José Ignacio Sánchez Valdenebro, Deputy Director of Digital Public S...
 
EDF2014: Talk of Ksenia Petrichenko, Building Policy Analyst, Global Building...
EDF2014: Talk of Ksenia Petrichenko, Building Policy Analyst, Global Building...EDF2014: Talk of Ksenia Petrichenko, Building Policy Analyst, Global Building...
EDF2014: Talk of Ksenia Petrichenko, Building Policy Analyst, Global Building...
 
Big data and the transport societal challenge - Maxime Flament
Big data and the transport societal challenge - Maxime FlamentBig data and the transport societal challenge - Maxime Flament
Big data and the transport societal challenge - Maxime Flament
 
SC4 BigDataEurope - Business angle - Dave Marples
SC4 BigDataEurope -  Business angle -  Dave MarplesSC4 BigDataEurope -  Business angle -  Dave Marples
SC4 BigDataEurope - Business angle - Dave Marples
 
EDF2014: Talk of Marta Nagy-Rothengass, Head of Unit Data Value Chain, Direct...
EDF2014: Talk of Marta Nagy-Rothengass, Head of Unit Data Value Chain, Direct...EDF2014: Talk of Marta Nagy-Rothengass, Head of Unit Data Value Chain, Direct...
EDF2014: Talk of Marta Nagy-Rothengass, Head of Unit Data Value Chain, Direct...
 
SC6 Workshop 1: What can big data do for you?
SC6 Workshop 1: What can big data do for you? SC6 Workshop 1: What can big data do for you?
SC6 Workshop 1: What can big data do for you?
 
SC7 Hangout 1: Community Building and user requirements for Big Data in Secur...
SC7 Hangout 1: Community Building and user requirements for Big Data in Secur...SC7 Hangout 1: Community Building and user requirements for Big Data in Secur...
SC7 Hangout 1: Community Building and user requirements for Big Data in Secur...
 
EDF2014: Marta Nagy-Rothengass, Head of Unit Data Value Chain, Directorate Ge...
EDF2014: Marta Nagy-Rothengass, Head of Unit Data Value Chain, Directorate Ge...EDF2014: Marta Nagy-Rothengass, Head of Unit Data Value Chain, Directorate Ge...
EDF2014: Marta Nagy-Rothengass, Head of Unit Data Value Chain, Directorate Ge...
 
EDF2014: Nikolaos Loutas, Manager at PwC Belgium, Business Models for Linked ...
EDF2014: Nikolaos Loutas, Manager at PwC Belgium, Business Models for Linked ...EDF2014: Nikolaos Loutas, Manager at PwC Belgium, Business Models for Linked ...
EDF2014: Nikolaos Loutas, Manager at PwC Belgium, Business Models for Linked ...
 
EDF2014: Taru Rastas, Senior Advisor, Ministry of Communications of Finland: ...
EDF2014: Taru Rastas, Senior Advisor, Ministry of Communications of Finland: ...EDF2014: Taru Rastas, Senior Advisor, Ministry of Communications of Finland: ...
EDF2014: Taru Rastas, Senior Advisor, Ministry of Communications of Finland: ...
 
SC4 Workshop 1: Dave Marples: Role of social media in transport
SC4 Workshop 1: Dave Marples: Role of social media in transport SC4 Workshop 1: Dave Marples: Role of social media in transport
SC4 Workshop 1: Dave Marples: Role of social media in transport
 
BDE Webinar: SC6 - EUROPE IN A CHANGING WORLD -INCLUSIVE, INNOVATIVE AND REFL...
BDE Webinar: SC6 - EUROPE IN A CHANGING WORLD -INCLUSIVE, INNOVATIVE AND REFL...BDE Webinar: SC6 - EUROPE IN A CHANGING WORLD -INCLUSIVE, INNOVATIVE AND REFL...
BDE Webinar: SC6 - EUROPE IN A CHANGING WORLD -INCLUSIVE, INNOVATIVE AND REFL...
 
SC6 Workshop 1: From your data to data stories - BigDataEurope, SC6 Workshop
SC6 Workshop 1: From your data to data stories - BigDataEurope, SC6 WorkshopSC6 Workshop 1: From your data to data stories - BigDataEurope, SC6 Workshop
SC6 Workshop 1: From your data to data stories - BigDataEurope, SC6 Workshop
 
EDF2014: Talk of Ioannis Kotsiopoulos, European Dynamics: Semantics – Interop...
EDF2014: Talk of Ioannis Kotsiopoulos, European Dynamics: Semantics – Interop...EDF2014: Talk of Ioannis Kotsiopoulos, European Dynamics: Semantics – Interop...
EDF2014: Talk of Ioannis Kotsiopoulos, European Dynamics: Semantics – Interop...
 
BDE Technical Webinar 1 : Requirements elicitation
BDE Technical Webinar 1 : Requirements elicitationBDE Technical Webinar 1 : Requirements elicitation
BDE Technical Webinar 1 : Requirements elicitation
 
SC4 Workshop 1: Simon Scerri: Existing tools and technologies
SC4 Workshop 1: Simon Scerri: Existing tools and technologiesSC4 Workshop 1: Simon Scerri: Existing tools and technologies
SC4 Workshop 1: Simon Scerri: Existing tools and technologies
 

Similar to SC4 BigDataEurope - Transport Data and Technologies Sean Gaines 11.12.2015

Dublinked tech workshop_15_dec2011
Dublinked tech workshop_15_dec2011Dublinked tech workshop_15_dec2011
Dublinked tech workshop_15_dec2011
Dublinked .
 
1CHAPTER 22PEER REVIEWED SUMMARYi. Introduction
1CHAPTER 22PEER REVIEWED SUMMARYi. Introduction 1CHAPTER 22PEER REVIEWED SUMMARYi. Introduction
1CHAPTER 22PEER REVIEWED SUMMARYi. Introduction
EttaBenton28
 
Big data: uncovering new mobility patterns and redefining planning practices
Big data: uncovering new mobility patterns and redefining planning practicesBig data: uncovering new mobility patterns and redefining planning practices
Big data: uncovering new mobility patterns and redefining planning practices
Mickael Pero
 
Safe Drinking Water In Bangladesh Essay
Safe Drinking Water In Bangladesh EssaySafe Drinking Water In Bangladesh Essay
Safe Drinking Water In Bangladesh Essay
Susan Cox
 

Similar to SC4 BigDataEurope - Transport Data and Technologies Sean Gaines 11.12.2015 (20)

Dublinked tech workshop_15_dec2011
Dublinked tech workshop_15_dec2011Dublinked tech workshop_15_dec2011
Dublinked tech workshop_15_dec2011
 
Josep Maria Salanova - Introduction to BDE+SC4
Josep Maria Salanova - Introduction to BDE+SC4Josep Maria Salanova - Introduction to BDE+SC4
Josep Maria Salanova - Introduction to BDE+SC4
 
TFF2023 - Navigating Tourism Data Nexus
TFF2023 - Navigating Tourism Data NexusTFF2023 - Navigating Tourism Data Nexus
TFF2023 - Navigating Tourism Data Nexus
 
Nouh (d2 its)
Nouh (d2 its)Nouh (d2 its)
Nouh (d2 its)
 
BDE_MobilTUMWorkshop
BDE_MobilTUMWorkshopBDE_MobilTUMWorkshop
BDE_MobilTUMWorkshop
 
1CHAPTER 22PEER REVIEWED SUMMARYi. Introduction
1CHAPTER 22PEER REVIEWED SUMMARYi. Introduction 1CHAPTER 22PEER REVIEWED SUMMARYi. Introduction
1CHAPTER 22PEER REVIEWED SUMMARYi. Introduction
 
Essay On ENCE
Essay On ENCEEssay On ENCE
Essay On ENCE
 
Big data: uncovering new mobility patterns and redefining planning practices
Big data: uncovering new mobility patterns and redefining planning practicesBig data: uncovering new mobility patterns and redefining planning practices
Big data: uncovering new mobility patterns and redefining planning practices
 
Cloud Expo 2015: DICE: Developing Data-Intensive Cloud Applications with Iter...
Cloud Expo 2015: DICE: Developing Data-Intensive Cloud Applications with Iter...Cloud Expo 2015: DICE: Developing Data-Intensive Cloud Applications with Iter...
Cloud Expo 2015: DICE: Developing Data-Intensive Cloud Applications with Iter...
 
A Perspective of a Connected and Autonomous Transportation System
A Perspective of a Connected and Autonomous Transportation SystemA Perspective of a Connected and Autonomous Transportation System
A Perspective of a Connected and Autonomous Transportation System
 
Geospatial Native Title Information: Reality, not a Dream
Geospatial Native Title Information: Reality, not a DreamGeospatial Native Title Information: Reality, not a Dream
Geospatial Native Title Information: Reality, not a Dream
 
Vehicular Networks
Vehicular NetworksVehicular Networks
Vehicular Networks
 
Maximizing Your Data’s Potential: DOTs & DPWs Edition
Maximizing Your Data’s Potential: DOTs & DPWs EditionMaximizing Your Data’s Potential: DOTs & DPWs Edition
Maximizing Your Data’s Potential: DOTs & DPWs Edition
 
Esdin Results And Elf (2)
Esdin Results And Elf (2)Esdin Results And Elf (2)
Esdin Results And Elf (2)
 
OSFair2017 Workshop | Service provisioning for excellent sciences
OSFair2017 Workshop | Service provisioning for excellent sciencesOSFair2017 Workshop | Service provisioning for excellent sciences
OSFair2017 Workshop | Service provisioning for excellent sciences
 
Mapping presentation THAG big data from space
Mapping presentation THAG big data from spaceMapping presentation THAG big data from space
Mapping presentation THAG big data from space
 
European Location Framework
European Location FrameworkEuropean Location Framework
European Location Framework
 
European Location Framework
European Location FrameworkEuropean Location Framework
European Location Framework
 
European Location Framework
European Location FrameworkEuropean Location Framework
European Location Framework
 
Safe Drinking Water In Bangladesh Essay
Safe Drinking Water In Bangladesh EssaySafe Drinking Water In Bangladesh Essay
Safe Drinking Water In Bangladesh Essay
 

More from BigData_Europe

More from BigData_Europe (20)

Luigi Selmi - The Big Data Integrator Platform
Luigi Selmi - The Big Data Integrator PlatformLuigi Selmi - The Big Data Integrator Platform
Luigi Selmi - The Big Data Integrator Platform
 
Rajendra Akerkar - LeMO Project
Rajendra Akerkar - LeMO ProjectRajendra Akerkar - LeMO Project
Rajendra Akerkar - LeMO Project
 
Big Data Europe SC6 WS #3: PILOT SC6: CITIZEN BUDGET ON MUNICIPAL LEVEL, Mart...
Big Data Europe SC6 WS #3: PILOT SC6: CITIZEN BUDGET ON MUNICIPAL LEVEL, Mart...Big Data Europe SC6 WS #3: PILOT SC6: CITIZEN BUDGET ON MUNICIPAL LEVEL, Mart...
Big Data Europe SC6 WS #3: PILOT SC6: CITIZEN BUDGET ON MUNICIPAL LEVEL, Mart...
 
Big Data Europe SC6 WS #3: Big Data Europe Platform: Apps, challenges, goals ...
Big Data Europe SC6 WS #3: Big Data Europe Platform: Apps, challenges, goals ...Big Data Europe SC6 WS #3: Big Data Europe Platform: Apps, challenges, goals ...
Big Data Europe SC6 WS #3: Big Data Europe Platform: Apps, challenges, goals ...
 
Big Data Europe SC6 WS 3: Where we are and are going for Big Data in OpenScie...
Big Data Europe SC6 WS 3: Where we are and are going for Big Data in OpenScie...Big Data Europe SC6 WS 3: Where we are and are going for Big Data in OpenScie...
Big Data Europe SC6 WS 3: Where we are and are going for Big Data in OpenScie...
 
Big Data Europe SC6 WS 3: Ron Dekker, Director CESSDA European Open Science A...
Big Data Europe SC6 WS 3: Ron Dekker, Director CESSDA European Open Science A...Big Data Europe SC6 WS 3: Ron Dekker, Director CESSDA European Open Science A...
Big Data Europe SC6 WS 3: Ron Dekker, Director CESSDA European Open Science A...
 
Big Data Europe: SC6 Workshop 3: The European Research Data Landscape: Opport...
Big Data Europe: SC6 Workshop 3: The European Research Data Landscape: Opport...Big Data Europe: SC6 Workshop 3: The European Research Data Landscape: Opport...
Big Data Europe: SC6 Workshop 3: The European Research Data Landscape: Opport...
 
BDE SC3.3 Workshop - BDE review: Scope and Opportunities
 BDE SC3.3 Workshop -  BDE review: Scope and Opportunities BDE SC3.3 Workshop -  BDE review: Scope and Opportunities
BDE SC3.3 Workshop - BDE review: Scope and Opportunities
 
BDE SC3.3 Workshop - Agenda
 BDE SC3.3 Workshop - Agenda BDE SC3.3 Workshop - Agenda
BDE SC3.3 Workshop - Agenda
 
BDE SC3.3 Workshop - BDE Pilot case for Wind Turbine condition monitoring re...
 BDE SC3.3 Workshop - BDE Pilot case for Wind Turbine condition monitoring re... BDE SC3.3 Workshop - BDE Pilot case for Wind Turbine condition monitoring re...
BDE SC3.3 Workshop - BDE Pilot case for Wind Turbine condition monitoring re...
 
BDE SC3.3 Workshop - Data management in WT testing and monitoring
 BDE SC3.3 Workshop - Data management in WT testing and monitoring  BDE SC3.3 Workshop - Data management in WT testing and monitoring
BDE SC3.3 Workshop - Data management in WT testing and monitoring
 
BDE SC3.3 Workshop - Big Data in Wind Turbine Condition Monitoring
 BDE SC3.3 Workshop -  Big Data in Wind Turbine Condition Monitoring BDE SC3.3 Workshop -  Big Data in Wind Turbine Condition Monitoring
BDE SC3.3 Workshop - Big Data in Wind Turbine Condition Monitoring
 
BDE SC3.3 Workshop - BDE Platform: Technical overview
 BDE SC3.3 Workshop -  BDE Platform: Technical overview BDE SC3.3 Workshop -  BDE Platform: Technical overview
BDE SC3.3 Workshop - BDE Platform: Technical overview
 
BDE SC3.3 Workshop - Options for Wind Farm performance assessment and Power f...
BDE SC3.3 Workshop - Options for Wind Farm performance assessment and Power f...BDE SC3.3 Workshop - Options for Wind Farm performance assessment and Power f...
BDE SC3.3 Workshop - Options for Wind Farm performance assessment and Power f...
 
BDE SC3.3 Workshop - Wind Farm Monitoring and advanced analytics
 BDE SC3.3 Workshop - Wind Farm Monitoring and advanced analytics  BDE SC3.3 Workshop - Wind Farm Monitoring and advanced analytics
BDE SC3.3 Workshop - Wind Farm Monitoring and advanced analytics
 
Big Data Europe: Workshop 3 SC6 Social Science: THE IMPORTANCE OF METADATA & ...
Big Data Europe: Workshop 3 SC6 Social Science: THE IMPORTANCE OF METADATA & ...Big Data Europe: Workshop 3 SC6 Social Science: THE IMPORTANCE OF METADATA & ...
Big Data Europe: Workshop 3 SC6 Social Science: THE IMPORTANCE OF METADATA & ...
 
BDE SC1 Workshop 3 - BigMedilytics Overview (Supriyo Chatterjea)
BDE SC1 Workshop 3 - BigMedilytics Overview (Supriyo Chatterjea)BDE SC1 Workshop 3 - BigMedilytics Overview (Supriyo Chatterjea)
BDE SC1 Workshop 3 - BigMedilytics Overview (Supriyo Chatterjea)
 
BDE SC1 Workshop 3 - iASiS (Guillermo Palma)
BDE SC1 Workshop 3 - iASiS (Guillermo Palma)BDE SC1 Workshop 3 - iASiS (Guillermo Palma)
BDE SC1 Workshop 3 - iASiS (Guillermo Palma)
 
BDE SC1 Workshop 3 - MIDAS (Michaela Black)
BDE SC1 Workshop 3 - MIDAS (Michaela Black)BDE SC1 Workshop 3 - MIDAS (Michaela Black)
BDE SC1 Workshop 3 - MIDAS (Michaela Black)
 
BDE SC1 Workshop 3 - Open PHACTS Pilot (Kiera McNeice)
BDE SC1 Workshop 3 - Open PHACTS Pilot (Kiera McNeice)BDE SC1 Workshop 3 - Open PHACTS Pilot (Kiera McNeice)
BDE SC1 Workshop 3 - Open PHACTS Pilot (Kiera McNeice)
 

Recently uploaded

John Deere Tractors 5415 Diagnostic Repair Service Manual.pdf
John Deere Tractors 5415 Diagnostic Repair Service Manual.pdfJohn Deere Tractors 5415 Diagnostic Repair Service Manual.pdf
John Deere Tractors 5415 Diagnostic Repair Service Manual.pdf
Excavator
 
在线定制(UBC毕业证书)英属哥伦比亚大学毕业证成绩单留信学历认证原版一比一
在线定制(UBC毕业证书)英属哥伦比亚大学毕业证成绩单留信学历认证原版一比一在线定制(UBC毕业证书)英属哥伦比亚大学毕业证成绩单留信学历认证原版一比一
在线定制(UBC毕业证书)英属哥伦比亚大学毕业证成绩单留信学历认证原版一比一
qh1ao5mm
 
一比一原版(PU学位证书)普渡大学毕业证学历认证加急办理
一比一原版(PU学位证书)普渡大学毕业证学历认证加急办理一比一原版(PU学位证书)普渡大学毕业证学历认证加急办理
一比一原版(PU学位证书)普渡大学毕业证学历认证加急办理
ezgenuh
 
如何办理多伦多大学毕业证(UofT毕业证书)成绩单原版一比一
如何办理多伦多大学毕业证(UofT毕业证书)成绩单原版一比一如何办理多伦多大学毕业证(UofT毕业证书)成绩单原版一比一
如何办理多伦多大学毕业证(UofT毕业证书)成绩单原版一比一
opyff
 
+97470301568>>buy vape oil,thc oil weed,hash and cannabis oil in qatar doha}}
+97470301568>>buy vape oil,thc oil weed,hash and cannabis oil in qatar doha}}+97470301568>>buy vape oil,thc oil weed,hash and cannabis oil in qatar doha}}
+97470301568>>buy vape oil,thc oil weed,hash and cannabis oil in qatar doha}}
Health
 
一比一原版伯明翰城市大学毕业证成绩单留信学历认证
一比一原版伯明翰城市大学毕业证成绩单留信学历认证一比一原版伯明翰城市大学毕业证成绩单留信学历认证
一比一原版伯明翰城市大学毕业证成绩单留信学历认证
62qaf0hi
 
如何办理新西兰林肯大学毕业证(Lincoln毕业证书)成绩单原版一比一
如何办理新西兰林肯大学毕业证(Lincoln毕业证书)成绩单原版一比一如何办理新西兰林肯大学毕业证(Lincoln毕业证书)成绩单原版一比一
如何办理新西兰林肯大学毕业证(Lincoln毕业证书)成绩单原版一比一
opyff
 
如何办理莱斯大学毕业证(Rice毕业证)毕业证成绩单原版一比一
如何办理莱斯大学毕业证(Rice毕业证)毕业证成绩单原版一比一如何办理莱斯大学毕业证(Rice毕业证)毕业证成绩单原版一比一
如何办理莱斯大学毕业证(Rice毕业证)毕业证成绩单原版一比一
avy6anjnd
 
如何办理伦敦商学院毕业证(LBS毕业证)毕业证成绩单原版一比一
如何办理伦敦商学院毕业证(LBS毕业证)毕业证成绩单原版一比一如何办理伦敦商学院毕业证(LBS毕业证)毕业证成绩单原版一比一
如何办理伦敦商学院毕业证(LBS毕业证)毕业证成绩单原版一比一
avy6anjnd
 
Top profile Call Girls In dewas [ 7014168258 ] Call Me For Genuine Models We ...
Top profile Call Girls In dewas [ 7014168258 ] Call Me For Genuine Models We ...Top profile Call Girls In dewas [ 7014168258 ] Call Me For Genuine Models We ...
Top profile Call Girls In dewas [ 7014168258 ] Call Me For Genuine Models We ...
gajnagarg
 
Top profile Call Girls In Darbhanga [ 7014168258 ] Call Me For Genuine Models...
Top profile Call Girls In Darbhanga [ 7014168258 ] Call Me For Genuine Models...Top profile Call Girls In Darbhanga [ 7014168258 ] Call Me For Genuine Models...
Top profile Call Girls In Darbhanga [ 7014168258 ] Call Me For Genuine Models...
nirzagarg
 
一比一原版(UdeM学位证书)蒙特利尔大学毕业证学历认证怎样办
一比一原版(UdeM学位证书)蒙特利尔大学毕业证学历认证怎样办一比一原版(UdeM学位证书)蒙特利尔大学毕业证学历认证怎样办
一比一原版(UdeM学位证书)蒙特利尔大学毕业证学历认证怎样办
ezgenuh
 

Recently uploaded (20)

John Deere Tractors 5415 Diagnostic Repair Service Manual.pdf
John Deere Tractors 5415 Diagnostic Repair Service Manual.pdfJohn Deere Tractors 5415 Diagnostic Repair Service Manual.pdf
John Deere Tractors 5415 Diagnostic Repair Service Manual.pdf
 
在线定制(UBC毕业证书)英属哥伦比亚大学毕业证成绩单留信学历认证原版一比一
在线定制(UBC毕业证书)英属哥伦比亚大学毕业证成绩单留信学历认证原版一比一在线定制(UBC毕业证书)英属哥伦比亚大学毕业证成绩单留信学历认证原版一比一
在线定制(UBC毕业证书)英属哥伦比亚大学毕业证成绩单留信学历认证原版一比一
 
01552_14_01306_8.0_EPS_CMP_SW_VC2_Notebook.doc
01552_14_01306_8.0_EPS_CMP_SW_VC2_Notebook.doc01552_14_01306_8.0_EPS_CMP_SW_VC2_Notebook.doc
01552_14_01306_8.0_EPS_CMP_SW_VC2_Notebook.doc
 
一比一原版(PU学位证书)普渡大学毕业证学历认证加急办理
一比一原版(PU学位证书)普渡大学毕业证学历认证加急办理一比一原版(PU学位证书)普渡大学毕业证学历认证加急办理
一比一原版(PU学位证书)普渡大学毕业证学历认证加急办理
 
如何办理多伦多大学毕业证(UofT毕业证书)成绩单原版一比一
如何办理多伦多大学毕业证(UofT毕业证书)成绩单原版一比一如何办理多伦多大学毕业证(UofT毕业证书)成绩单原版一比一
如何办理多伦多大学毕业证(UofT毕业证书)成绩单原版一比一
 
+97470301568>>buy vape oil,thc oil weed,hash and cannabis oil in qatar doha}}
+97470301568>>buy vape oil,thc oil weed,hash and cannabis oil in qatar doha}}+97470301568>>buy vape oil,thc oil weed,hash and cannabis oil in qatar doha}}
+97470301568>>buy vape oil,thc oil weed,hash and cannabis oil in qatar doha}}
 
一比一原版伯明翰城市大学毕业证成绩单留信学历认证
一比一原版伯明翰城市大学毕业证成绩单留信学历认证一比一原版伯明翰城市大学毕业证成绩单留信学历认证
一比一原版伯明翰城市大学毕业证成绩单留信学历认证
 
What Does It Mean When Mercedes Says 'ESP Inoperative See Owner's Manual'
What Does It Mean When Mercedes Says 'ESP Inoperative See Owner's Manual'What Does It Mean When Mercedes Says 'ESP Inoperative See Owner's Manual'
What Does It Mean When Mercedes Says 'ESP Inoperative See Owner's Manual'
 
如何办理新西兰林肯大学毕业证(Lincoln毕业证书)成绩单原版一比一
如何办理新西兰林肯大学毕业证(Lincoln毕业证书)成绩单原版一比一如何办理新西兰林肯大学毕业证(Lincoln毕业证书)成绩单原版一比一
如何办理新西兰林肯大学毕业证(Lincoln毕业证书)成绩单原版一比一
 
如何办理莱斯大学毕业证(Rice毕业证)毕业证成绩单原版一比一
如何办理莱斯大学毕业证(Rice毕业证)毕业证成绩单原版一比一如何办理莱斯大学毕业证(Rice毕业证)毕业证成绩单原版一比一
如何办理莱斯大学毕业证(Rice毕业证)毕业证成绩单原版一比一
 
如何办理伦敦商学院毕业证(LBS毕业证)毕业证成绩单原版一比一
如何办理伦敦商学院毕业证(LBS毕业证)毕业证成绩单原版一比一如何办理伦敦商学院毕业证(LBS毕业证)毕业证成绩单原版一比一
如何办理伦敦商学院毕业证(LBS毕业证)毕业证成绩单原版一比一
 
Electronic Stability Program. (ESP).pptx
Electronic Stability Program. (ESP).pptxElectronic Stability Program. (ESP).pptx
Electronic Stability Program. (ESP).pptx
 
Top profile Call Girls In dewas [ 7014168258 ] Call Me For Genuine Models We ...
Top profile Call Girls In dewas [ 7014168258 ] Call Me For Genuine Models We ...Top profile Call Girls In dewas [ 7014168258 ] Call Me For Genuine Models We ...
Top profile Call Girls In dewas [ 7014168258 ] Call Me For Genuine Models We ...
 
Stacey+= Dubai Calls Girls O525547819 Call Girls In Dubai
Stacey+= Dubai Calls Girls O525547819 Call Girls In DubaiStacey+= Dubai Calls Girls O525547819 Call Girls In Dubai
Stacey+= Dubai Calls Girls O525547819 Call Girls In Dubai
 
SEM 922 MOTOR GRADER PARTS LIST, ALL WHEEL DRIVE
SEM 922 MOTOR GRADER PARTS LIST, ALL WHEEL DRIVESEM 922 MOTOR GRADER PARTS LIST, ALL WHEEL DRIVE
SEM 922 MOTOR GRADER PARTS LIST, ALL WHEEL DRIVE
 
Marathi Call Girls Santacruz WhatsApp +91-9930687706, Best Service
Marathi Call Girls Santacruz WhatsApp +91-9930687706, Best ServiceMarathi Call Girls Santacruz WhatsApp +91-9930687706, Best Service
Marathi Call Girls Santacruz WhatsApp +91-9930687706, Best Service
 
Top profile Call Girls In Darbhanga [ 7014168258 ] Call Me For Genuine Models...
Top profile Call Girls In Darbhanga [ 7014168258 ] Call Me For Genuine Models...Top profile Call Girls In Darbhanga [ 7014168258 ] Call Me For Genuine Models...
Top profile Call Girls In Darbhanga [ 7014168258 ] Call Me For Genuine Models...
 
Washim Call Girls 📞9332606886 Call Girls in Washim Escorts service book now C...
Washim Call Girls 📞9332606886 Call Girls in Washim Escorts service book now C...Washim Call Girls 📞9332606886 Call Girls in Washim Escorts service book now C...
Washim Call Girls 📞9332606886 Call Girls in Washim Escorts service book now C...
 
一比一原版(UdeM学位证书)蒙特利尔大学毕业证学历认证怎样办
一比一原版(UdeM学位证书)蒙特利尔大学毕业证学历认证怎样办一比一原版(UdeM学位证书)蒙特利尔大学毕业证学历认证怎样办
一比一原版(UdeM学位证书)蒙特利尔大学毕业证学历认证怎样办
 
Nangloi Jat Escorts Service Girl ^ 9332606886, WhatsApp Anytime Nangloi Jat
Nangloi Jat Escorts Service Girl ^ 9332606886, WhatsApp Anytime Nangloi JatNangloi Jat Escorts Service Girl ^ 9332606886, WhatsApp Anytime Nangloi Jat
Nangloi Jat Escorts Service Girl ^ 9332606886, WhatsApp Anytime Nangloi Jat
 

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