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Resilient Edge-Cloud Autonomous Learning with Timely inferences

James Chang, Tanushree Mehta, Shreya Venugopal, Lakshya Gour, Haider Abdelrahman

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This Week

  • Figured out how to properly split a NN using split computing
  • First Experimented with image inferencing on the same device
  • Split the Neural Network(ResNet 18) onto two different devices
  • Ran an inference with the split NN across a network

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Next Week

  • Take a step back
  • Ask: what questions do we want to answer?
    • as you vary the threshold for asking for help, how does the average latency change(over the dataset)?
    • Open ended
  • Transfer to Precision time protocol(PTP)

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