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Scaling Video Analytics on Constrained Edge Nodes

May 24, 2019
Christopher Canel, Thomas Kim, Giulio Zhou, Conglong Li, Hyeontaek Lim, David G. Andersen, Michael Kaminsky, Subramanya R. Dulloor

* This paper is an extended version of a paper with the same title published in the 2nd SysML Conference, SysML '19 (Canel et. al., 2019) 

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EDF: Ensemble, Distill, and Fuse for Easy Video Labeling

Dec 10, 2018
Giulio Zhou, Subramanya Dulloor, David G. Andersen, Michael Kaminsky


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3LC: Lightweight and Effective Traffic Compression for Distributed Machine Learning

Feb 21, 2018
Hyeontaek Lim, David G. Andersen, Michael Kaminsky


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