Big Data Challenges & Opportunities Western Canada Connected Vehicle Workshop April, 2015
Smart Cities and Connected Vehicle Smart Cities Intelligent t Communities Western Canada Connected Vehicle Workshop April, 2015 2
Smart Cities and Connected Vehicle Smart Cities #1 Issue Mobility Western Canada Connected Vehicle Workshop April, 2015 3
Smart Cities and Connected Vehicle Smart Cities Connected Vehicle Western Canada Connected Vehicle Workshop April, 2015 4
Smart Cities and Connected Vehicle Connected Vehicle Western Canada Connected Vehicle Workshop April, 2015 5
Smart Cities and Connected Vehicle Smart Cities Big Data Western Canada Connected Vehicle Workshop April, 2015 6
Connected Vehicle Big Data Connected Vehicle - Real Time - Historical Systems Data - Multiple Agencies - Crowd Sourced Western Canada Connected Vehicle Workshop April, 2015 7
Connected Vehicle Open Data What is the Role of the Agencies with - Data timeliness - Data Quality Open Data In order for Open Data to allow for private sector to benefit and drive efficiencies, i i agencies have a responsibility to be the curator of the information to maximize the true benefits. Western Canada Connected Vehicle Workshop April, 2015 8
Connected Vehicle Data Warehouse A properly p planned data warehouse can ensure that the short term and longer term needs will be met to extract maximum value from the information collected. Western Canada Connected Vehicle Workshop April, 2015 9
National Border Data Warehouse Southbound (to USA) WSDOT data Two countries. One database. BCMOT data Northbound (to Canada) Western Canada Connected Vehicle Workshop April, 2015
National Border Data Warehouse Whatcom Council of Governments U.S. Customs & Border Protection Canada Border Services Agency Cascade Gateway Border Data Warehouse Border Delay Website Border Delay Website Whatcom Council of Governments U.S. Canada Border Data Warehouse Buffalo/Ft. Eerie Bridge Comm. Peace Bridge Bluetooth System Niagara Falls Bridge Commission Lewiston/Queenston Bridge Bluetooth System US CBP Booth status data NYDOT Corridor Segment Travel Times? Niagara Region Border Data Warehouse NITTEC Other regional travel data Ministry of Transportation Ontario Loop detector-based border wait time system Buffalo/Ft. Eerie Bridge Comm. Peace Bridge Volume Counts Niagara Falls Bridge Commission Lewiston/Queenston Bridge Volume Counts Western Canada Connected Vehicle Workshop April, 2015 11
National Border Data Warehouse Whatcom Council of Governments Cascade Gateway Border Data Warehouse U.S. Customs & Border Protection Border Delay Website Canada Border Services Agency Border Delay Website Whatcom Council of Governments US U.S. Canada Border Data Warehouse Buffalo/Ft. Eerie Bridge Comm. Peace Bridge Bluetooth System Niagara Falls Bridge Commission Lewiston/Queenston Bridge Bluetooth System Western Canada Connected Vehicle Workshop April, 2015 12
National Border Data Warehouse Common Border Wait Time Attributes Cascade Gateway Portal CascadeGatewayData.com National Border Data Warehouse BorderDataWarehouse.com Niagara Region Portal URL TBD Wait times Volume Trucks, cars, NEXUS Departure rate WIM data BTS data Booth status t data Wait times Volume? Booth status data? Western Canada Connected Vehicle Workshop April, 2015 13
National Border Data Warehouse http://www.borderdatawarehouse.com Western Canada Connected Vehicle Workshop April, 2015 14
Challenges Western Canada Connected Vehicle Workshop April, 2015 15
Challenges Data Access Data sharing agreements; Data enabled devices; and Physical access. Western Canada Connected Vehicle Workshop April, 2015 16
Western Canada Connected Vehicle Workshop April, 2015 17
Western Canada Connected Vehicle Workshop April, 2015 18
Challenges Data Quality Potential to vary by agency or input; Data validation requirements; O&M activities; and Internal process controls. Western Canada Connected Vehicle Workshop April, 2015 19
Challenges Data Quality Western Canada Connected Vehicle Workshop April, 2015 20
Challenges Data Format Proprietary/vendor specific data; Interpretation of open standards; and Access to support. Western Canada Connected Vehicle Workshop April, 2015 21
Opportunities & Considerations Western Canada Connected Vehicle Workshop April, 2015 22
Opportunities & Considerations Leverage partnerships & Existing investments; Think about potential future partners and data sets; Plan your data warehouse early to maximize value, get early wins and build momentum; Don t forget about the curator role and don t cut corners on O&M. Western Canada Connected Vehicle Workshop April, 2015 23
Thank you Western Canada Connected Vehicle Workshop April, 2015 24