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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Detalhes bibliográficos
Autor principal: Costa, Diogo André Veiga (author)
Outros Autores: Costa, Miguel Ângelo Peixoto (author), Pinto, Sandro (author)
Formato: article
Idioma:eng
Publicado em: 2022
Assuntos:
Texto completo:https://hdl.handle.net/1822/79831
País:Portugal
Oai:oai:repositorium.sdum.uminho.pt:1822/79831