no code implementations • 18 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.
no code implementations • 3 Sep 2019 • Ashkan Yousefpour, Siddartha Devic, Brian Q. Nguyen, Aboudy Kreidieh, Alan Liao, Alexandre M. Bayen, Jason P. Jue
To articulate deepFogGuard, we introduce the elements and a model for the resiliency of distributed DNN inference.
1 code implementation • 25 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