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StitchNet: Distributed On-Device Model Partitioning Over Edge Devices Under Volatile Wireless Links

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1 Published in 2022 at "IEEE Access"

DOI: 10.1109/access.2022.3215083

Abstract: Distributed deep learning architecture can achieve scalable learning and inference capability at resource-constrained edge devices. Although the parallelization-based approaches have actively been investigated in the edge computing context, they are not designed for the devices… read more here.

Keywords: edge devices; stitchnet; volatile wireless; model ... See more keywords