IoT at Google Cloud

on YouTube ↗45m

" summary

Google announces Cloud IoT Core (private beta): a device registry and manager with MQTT broker that routes device messages into Pub/Sub, uses JWTs with RSA256 or EC keys, and supports credential rotation (up to three keys with expirations) and hardware-backed private keys. Streaming pipelines run with Apache Beam and the managed runner Cloud Dataflow to handle event-time windows, watermarks and late data. Machine learning uses TensorFlow and Google’s custom TPU used in AlphaGo hardware for accelerated training; demos run on ESP8266/ESP32 and Android Things.

AI-written summary · about

" chapters (7)

1. 0:00Introduction to IoT at Google
2. 3:12Google’s infrastructure for IoT
3. 8:09Cloud IoT Core overview
4. 14:15Stream processing with Dataflow
5. 23:12Machine learning for IoT
6. 31:01Open source and hardware
7. 39:04Q&A and resources

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