Search Results for author: Hyeontaek Lim

Found 5 papers, 3 papers with code

Scaling Video Analytics on Constrained Edge Nodes

1 code implementation24 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.

Event Detection

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

no code implementations21 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.

BIG-bench Machine Learning Data Compression +1

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