1 code implementation • 24 May 2019 • Christopher Canel, Thomas Kim, Giulio Zhou, Conglong Li, Hyeontaek Lim, David G. Andersen, Michael Kaminsky, Subramanya R. Dulloor
As video camera deployments continue to grow, the need to process large volumes of real-time data strains wide area network infrastructure.
no code implementations • 10 Dec 2018 • Giulio Zhou, Subramanya Dulloor, David G. Andersen, Michael Kaminsky
We present a way to rapidly bootstrap object detection on unseen videos using minimal human annotations.
no code implementations • 21 Feb 2018 • Hyeontaek Lim, David G. Andersen, Michael Kaminsky
The performance and efficiency of distributed machine learning (ML) depends significantly on how long it takes for nodes to exchange state changes.