50 Billion Connected Things are Coming
summary
Prediction: 50 billion connected things arrive and IDC expects half of IoT data processed locally by 2018, forcing edge compute. Demonstration shows a Gen7 Core i7 doing pedestrian detection at CPU-only 18 FPS at 70% CPU, then adding an accelerator (FPGA or Movidius-class) raises throughput to ~30+ FPS while CPU drops to ~9–11% and total system power roughly halves, enabling sub-100W or sub-1W deployments and remote reconfigurable ML via OpenCL.
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chapters (8)
- 0:00Introduction to IoT growth
- 2:30Understanding 50 billion devices
- 6:48Cost of compute revolution
- 13:16Intel's IoT strategy bets
- 21:02Computer vision in IoT
- 25:01Accelerator demo: CPU vs GPU
- 32:15Standards and interoperability
- 35:51Conclusion: 50 billion things coming
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