Search Results for author: Jason P. Jue

Found 3 papers, 1 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.

Federated Learning

DeepPR: Incremental Recovery for Interdependent VNFs with Deep Reinforcement Learning

1 code implementation25 Apr 2019 Genya Ishigaki, Siddartha Devic, Riti Gour, Jason P. Jue

The increasing reliance upon cloud services entails more flexible networks that are realized by virtualized network equipment and functions.

Networking and Internet Architecture

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