AdaMask: Enabling Machine-Centric Video Streaming with Adaptive Frame Masking for DNN Inference Offloading

Author:

Liu Shengzhong1,Wang Tianshi1,Li Jinyang1,Sun Dachun1,Srivastava Mani2,Abdelzaher Tarek1

Affiliation:

1. University of Illinois at Urbana-Champaign, Urbana, IL, USA

2. University of California, Los Angeles, Los Angeles, CA, USA

Funder

Army Research Laboratory

NSF (National Science Foundation)

Publisher

ACM

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3. Frugal following

4. C. Canel , T. Kim , G. Zhou , C. Li , H. Lim , D. G. Andersen , M. Kaminsky , and S. R. Dulloor . Scaling video analytics on constrained edge nodes. arXiv preprint arXiv:1905.13536 , 2019 . C. Canel, T. Kim, G. Zhou, C. Li, H. Lim, D. G. Andersen, M. Kaminsky, and S. R. Dulloor. Scaling video analytics on constrained edge nodes. arXiv preprint arXiv:1905.13536, 2019.

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