70 citations · 110 across the 11 of their papers we have counts for
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cs.DC2022★ 4 cited
EdgeVision: Towards Collaborative Video Analytics on Distributed Edges for Performance Maximization
Guanyu Gao, Yuqi Dong, Ran Wang +1
Deep Neural Network (DNN)-based video analytics significantly improves recognition accuracy in computer vision applications. Deploying DNN models at edge nodes, closer to end users…
cs.DC2021★ 16 cited
A Serverless Cloud-Fog Platform for DNN-Based Video Analytics with Incremental Learning
Huaizheng Zhang, Meng Shen, Yizheng Huang +4
DNN-based video analytics have empowered many new applications (e.g., automated retail). Meanwhile, the proliferation of fog devices provides developers with more design options to…