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...

Celý popis

Podrobná bibliografia

Vydané v:	2021 58th ACM/IEEE Design Automation Conference (DAC) s. 403 - 408
Hlavní autori:	Odema, Mohanad, Rashid, Nafiul, Demirel, Berken Utku, Faruque, Mohammad Abdullah Al
Médium:	Konferenčný príspevok..
Jazyk:	English
Vydavateľské údaje:	IEEE 05.12.2021
Predmet:	Deep learning Design automation Design methodology Hierarchical systems Runtime Search problems Wireless communication
On-line prístup:	Získať plný text
Tagy:	Pridať tag Žiadne tagy, Buďte prvý, kto otaguje tento záznam!