LENS: Layer Distribution Enabled Neural Architecture Search in Edge-Cloud Hierarchies

Edge-Cloud hierarchical systems employing intelligence through Deep Neural Networks (DNNs) endure the dilemma of workload distribution within them. Previous solutions proposed to distribute workloads at runtime according to the state of the surroundings, like the wireless conditions. However, such c...

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Bibliographic Details

Published in:	2021 58th ACM/IEEE Design Automation Conference (DAC) pp. 403 - 408
Main Authors:	Odema, Mohanad, Rashid, Nafiul, Demirel, Berken Utku, Faruque, Mohammad Abdullah Al
Format:	Conference Proceeding
Language:	English
Published:	IEEE 05.12.2021
Subjects:	Deep learning Design automation Design methodology Hierarchical systems Runtime Search problems Wireless communication
Online Access:	Get full text
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