IoT Realized - The Connected Car v2
summary
Live demo streams vehicle OBD2 data via a Bluetooth dongle and phone app into Cloud Foundry using Spring Cloud Stream modules, Redis as the bus, HDFS for storage, Spark/Python for model building, and GemFire for the real‑time dashboard. The system predicts destination clusters and computes range using historical traffic and journey MPG (demo predicts ~107 miles), supports multi‑car views, and claims production scale (hundreds of thousands of clients, millions of messages/sec). The pipeline runs end‑to‑end and updates dashboards in real time.
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chapters (13)
- 0:00Introduction and motivation
- 3:05The value of IoT
- 6:42IoT architecture overview
- 9:33Live car demonstration
- 14:28Dashboard and predictions
- 17:09Technical implementation
- 22:45Platform evolution
- 29:40Dataflow and components
- 33:53Code and configuration
- 41:33Data science and analytics
- 47:59Challenges and use cases
- 53:56Fleet management case study
- 1:11:14Insurance applications and wrap-up
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