Keynote: Beyond the Cloud: Edge Computing
summary
Claims that device data explodes—5 TB/day per connected airplane, 4 TB/day per autonomous car, 3 petabytes/day for a connected factory—so shipping everything to the cloud is infeasible and computation moves to the edge. Uses concrete tools: Clear Containers on clearlinux.org leverages virtualization hardware to harden containers and is demoed live, a lightweight orchestrator targets small-footprint edge deployment, work integrates hardware acceleration into TensorFlow/Caffe for edge inference and training, and onboarding relies on the Open Connectivity Foundation and IOTivity for zero-touch secure provisioning.
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chapters (13)
- 0:00Edge computing evolution
- 1:16Data explosion driving edge demand
- 3:28Cloud can't handle edge data
- 4:33Cloud's expanding edge role
- 6:40Edge computing drivers now
- 8:03Technologies enabling edge
- 10:32Container security advancements
- 11:58Lightweight edge orchestration
- 12:39AI and ML at the edge
- 13:425G for ultra-reliable edge
- 14:25Time-sensitive networking
- 15:05Zero-touch device onboarding
- 16:07Open source for edge future
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