Scaling Video Analytics on Constrained Edge Nodes

Christopher Canel
Christopher Canel
Thomas Kim
Thomas Kim
Giulio Zhou
Giulio Zhou
Subramanya Dulloor
Subramanya Dulloor

MLSys, 2019.

Cited by: 0|Bibtex|Views81
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Other Links: dblp.uni-trier.de|arxiv.org

Abstract:

As video camera deployments continue to grow, the need to process large volumes of real-time data strains wide area network infrastructure. When per-camera bandwidth is limited, it is infeasible for applications such as traffic monitoring and pedestrian tracking to offload high-quality video streams to a datacenter. This paper presents ...More

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