Leaf Computing: The Future Beyond Cloud?
summary
Argues that replacing cloud dependence with a locally executed + autonomous + Federated stack fixes outages, privacy and e‑waste: cites a 120s Fitbit upload timeout, a Garmin ransom blackout of five days, and AWS US‑East outages lasting ~seven hours; demonstrates a concrete redesign of an air purifier that runs a Progressive Web App via Zeroconf, uses WebRTC for peer‑to‑peer remote access, runs local models with TensorFlow.js/WebAssembly, pushes notifications with the Web Push API and collects telemetry privately with PRIO.
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chapters (13)
- 0:00Start
- 0:06Intro
- 0:34Cloud Outage Issues
- 5:10Myth of Cloud Computing
- 8:33Introduction to Leaf Computing
- 12:09Cloud-Based Technology Dependence
- 12:59Leaf Computing Architecture Explained
- 16:48Leaf Architecture in Smart Home Devices
- 20:56User Experience with Smart Air Purifiers
- 21:37Recap of Leaf Computing Architecture
- 22:14Implementing Leaf Computing
- 22:59Visit LeafComputing.net
- 23:15Closing Remarks








