Train me if you can: decentralized learning on the deep edge

The end of Moore’s Law aligned with data privacy concerns is forcing machine learning (ML) to shift from the cloud to the deep edge. In the next-generation ML systems, the inference and part of the training process will perform at the edge, while the cloud stays responsible for major updates. This n...

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Bibliographic Details
Main Author: Costa, Diogo André Veiga (author)
Other Authors: Costa, Miguel Ângelo Peixoto (author), Pinto, Sandro (author)
Format: article
Language:eng
Published: 2022
Subjects:
Federated learning
Machine learning
Artificial neural networks
Artificial intelligence
Machine learning algorithms
Intelligent systems
Internet of things
Arm cortex-M
Science & Technology
Online Access:https://hdl.handle.net/1822/79831
Country:Portugal
Oai:oai:repositorium.sdum.uminho.pt:1822/79831

Internet

https://hdl.handle.net/1822/79831

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