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Ford Copyright 2016 ©
Connected Vehicle Data Platform
Tom Bryans
Delivery Manager
Ford Motor Company
Connected Vehicle Dat...
Ford Copyright 2016 ©
Connected Vehicle Data Platform
Shift in Business Model
A car company AND A mobility company
Connect...
Ford Copyright 2016 ©
Connected Vehicle Data Platform
What is a connected Vehicle?
Vehicle has the means to transmit data....
Ford Copyright 2016 ©
Connected Vehicle Data Platform
How do we collect data from Connected Vehicles?
Data Over Voice
Embe...
Ford Copyright 2016 ©
Connected Vehicle Data Platform
Where does data go from the Vehicle?
Data Over Voice
Embedded Modems...
Ford Copyright 2016 ©
Connected Vehicle Data Platform
Where does data go from the Cloud?
Store
Land Transform
Ford Copyright 2016 ©
Connected Vehicle Data Platform
What data is collected from Connected vehicles?
• Signals/Messages
•...
Ford Copyright 2016 ©
Connected Vehicle Data Platform
How much data can a Vehicle Generate?
A single Vehicle can generate ...
Ford Copyright 2016 ©
Connected Vehicle Data Platform
Use Case: SYNC Connect Remote Start
RS Rcvd Fr Mbl
RS Sent To Veh
RS...
Ford Copyright 2016 ©
Connected Vehicle Data Platform
Use Case: Variable Lease
Odometer$350/Month
24 months
24k miles
$250...
Connected Vehicle Data Platform
Ford Copyright 2016 ©
Receive
Azure
Event Hub
SFTP RESTful WS
Internal
DataBase
SqoopStorm...
Ford Copyright 2016 ©
Connected Vehicle Data Platform
Opportunities
Data Privacy
Integration with Partners
and Suppliers
S...
Ford Copyright 2016 ©
Connected Vehicle Data Platform
Production:
• 261 Data Nodes
• 5220 CPU Cores
• 65 TB RAM
• 5 PB Usa...
Ford Copyright 2016 ©
Connected Vehicle Data Platform
Questions & Answers
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Connected Vehicle Data Platform

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Connected Vehicle Data Platform

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Connected Vehicle Data Platform

  1. 1. Ford Copyright 2016 © Connected Vehicle Data Platform Tom Bryans Delivery Manager Ford Motor Company Connected Vehicle Data Platform
  2. 2. Ford Copyright 2016 © Connected Vehicle Data Platform Shift in Business Model A car company AND A mobility company Connected Vehicle
  3. 3. Ford Copyright 2016 © Connected Vehicle Data Platform What is a connected Vehicle? Vehicle has the means to transmit data. Vehicle has the means to receive data.
  4. 4. Ford Copyright 2016 © Connected Vehicle Data Platform How do we collect data from Connected Vehicles? Data Over Voice Embedded Modems Plug In Devices
  5. 5. Ford Copyright 2016 © Connected Vehicle Data Platform Where does data go from the Vehicle? Data Over Voice Embedded Modems Plug In Devices
  6. 6. Ford Copyright 2016 © Connected Vehicle Data Platform Where does data go from the Cloud? Store Land Transform
  7. 7. Ford Copyright 2016 © Connected Vehicle Data Platform What data is collected from Connected vehicles? • Signals/Messages • Diagnostic Trouble Codes • Warning Indicator Lamp Status
  8. 8. Ford Copyright 2016 © Connected Vehicle Data Platform How much data can a Vehicle Generate? A single Vehicle can generate 25GB of Controller Area Network (CAN) Traffic in an hour. What does the data look like ? TkEiASwYVQxwFSRRM0ZBNl AwU1UyRFIzMzIzNTkBaCILA AF+ItYvADkl0AoYVQxvAggiF wAQAAQEAAAAAAjgKyQAB AAAKIAB/4H/gF4ABiXcAAY mFQA/AjgCcBACCwgPBb0BI IFRQb/AACAgpQQAgsINjB+I tYvADkl0 ……
  9. 9. Ford Copyright 2016 © Connected Vehicle Data Platform Use Case: SYNC Connect Remote Start RS Rcvd Fr Mbl RS Sent To Veh RSC Rcvd Fr Veh RSC Sent To Mbl
  10. 10. Ford Copyright 2016 © Connected Vehicle Data Platform Use Case: Variable Lease Odometer$350/Month 24 months 24k miles $250/Month 24 months + $.xx /mile
  11. 11. Connected Vehicle Data Platform Ford Copyright 2016 © Receive Azure Event Hub SFTP RESTful WS Internal DataBase SqoopStorm Spout & Bolts Oozie Workflow Java application Yes Java Web Service ORC Hive TablesData Access Data Loading Transform Scheduling Landing Ingestion HDFS No HBase Java MapReduce PiG De-dup Logic Data Classification Hive Partitioning Validation Security Ranger
  12. 12. Ford Copyright 2016 © Connected Vehicle Data Platform Opportunities Data Privacy Integration with Partners and Suppliers Security Standards & Frameworks Country Specific Regulations Storage & Updates
  13. 13. Ford Copyright 2016 © Connected Vehicle Data Platform Production: • 261 Data Nodes • 5220 CPU Cores • 65 TB RAM • 5 PB Usable Storage • 10 Racks / 130 kW Power Hadoop Capacities Note: Usable storage assumes 3x replication in cluster.
  14. 14. Ford Copyright 2016 © Connected Vehicle Data Platform Questions & Answers

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