Search Results for author: Victor Bahl

Found 1 papers, 0 papers with code

Ekya: Continuous Learning of Video Analytics Models on Edge Compute Servers

no code implementations19 Dec 2020 Romil Bhardwaj, Zhengxu Xia, Ganesh Ananthanarayanan, Junchen Jiang, Nikolaos Karianakis, Yuanchao Shu, Kevin Hsieh, Victor Bahl, Ion Stoica

Compressed models that are deployed on the edge servers for inference suffer from data drift, where the live video data diverges from the training data.

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