Articles with "learning timeliness" as a keyword



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Edge Learning with Timeliness Constraints: Challenges and Solutions

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Published in 2020 at "IEEE Communications Magazine"

DOI: 10.1109/mcom.001.2000382

Abstract: Future machine learning (ML) powered applications, such as autonomous driving and augmented reality, involve training and inference tasks with timeliness requirements and are communication- and computation-intensive, which demands the edge learning framework. The real-time requirements… read more here.

Keywords: inference; timeliness constraints; edge learning; delay ... See more keywords