Search Results for author: Brian Q. Nguyen

Found 2 papers, 0 papers with code

ResiliNet: Failure-Resilient Inference in Distributed Neural Networks

no code implementations18 Feb 2020 Ashkan Yousefpour, Brian Q. Nguyen, Siddartha Devic, Guanhua Wang, Aboudy Kreidieh, Hans Lobel, Alexandre M. Bayen, Jason P. Jue

Nevertheless, when a neural network is partitioned and distributed among physical nodes, failure of physical nodes causes the failure of the neural units that are placed on those nodes, which results in a significant performance drop.

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