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Comosum: An Extensible, Reconfigurable, and Fault-Tolerant IoT Platform for...

Talkat USENIX ATC '23 · 2023-07-10..07-12· [iot, embedded-and-hardware]
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Comosum implements an extensible, reconfigurable, fault-tolerant stack called FarmBIOS and runs as a software-defined farm across edge, core, and vendor clouds; an 18‑month deployment collects ~1M sensor readings, achieves 86% vineyard disease detection accuracy, and shows ~1 minute edge→cloud latency differences. Modules exchange raw bytes over an RPC network-agnostic dispatcher so 4G, TV white spaces, or LTE are transparent; adding a new vendor needs ~50 lines of glue code but the system cannot yet auto-migrate workloads during permanent outages.

AI-written summary · about

  1. 0:00Comosum and digital agriculture
  2. 1:00Digital agriculture challenges
  3. 3:27Rural infrastructure limits
  4. 5:10Extensible IoT platform goals
  5. 8:58Comosum architecture overview
  6. 10:20Data and control planes
  7. 12:47Deployment: WaterGuard and CowFitBits
  8. 15:55Fault tolerance and digital twins
  9. 16:5918-month deployment lessons
  10. 18:25Summary and future work
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