Efficient DNN Execution on Intermittently-Powered IoT Devices With Depth-First Inference

Program execution on intermittently powered Internet-of-Things (IoT) devices must ensure forward progress in the presence of frequent power failures. A general solution is intermittent computing, by which the program states are frequently checkpointed to non-volatile memory (NVM) so that once a powe...

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Bibliographic Details
Main Authors: Mingsong Lv, Enyu Xu
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9874742/