Optimized CNN Architectures Benchmarking in Hardware-Constrained Edge Devices in IoT Environments
Author:
Affiliation:
1. Computer Science Department, The IT University of Copenhagen, Kobenhavn, Denmark
2. Carrera de Ingenieria Electronica y Automatizacion, Facultad de Ingenieria y Ciencias Aplicadas, Universidad de Las Americas, Quito, Ecuador
Funder
Universidad de Las Americas (UDLA), Quito, Ecuador
Corporacion Ecuatoriana para el Desarrollo de la Investigacion y la Academia (CEDIA), Ecuador
Independent Research Fund Denmark’s (Danmarks Frie Forskningsfond; DFF) Inge Lehmann Program
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Link
http://xplorestaging.ieee.org/ielx7/6488907/10536937/10444008.pdf?arnumber=10444008
Reference41 articles.
1. Edge-cloud computing for Internet of Things data Analytics: Embedding intelligence in the edge with deep learning;Ghosh;IEEE Trans. Ind. Informat.,2021
2. Edge intelligence: Paving the last mile of artificial intelligence with edge computing;Zhou;Proc. IEEE,2019
3. Edge intelligence: The confluence of edge computing and artificial intelligence;Deng;IEEE Internet Things J.,2020
4. Edge of things: The big picture on the integration of edge, IoT and the cloud in a distributed computing environment;El-Sayed;IEEE Access,2018
5. Knowledge Transfer for On-Device Deep Reinforcement Learning in Resource Constrained Edge Computing Systems
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