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ModelCI-e: Enabling Continual Learning in Deep Learning Serving Systems


Jun 06, 2021
Yizheng Huang, Huaizheng Zhang, Yonggang Wen, Peng Sun, Nguyen Binh Duong TA


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A Serverless Cloud-Fog Platform for DNN-Based Video Analytics with Incremental Learning


Feb 05, 2021
Huaizheng Zhang, Meng Shen, Yizheng Huang, Yonggang Wen, Yong Luo, Guanyu Gao, Kyle Guan

* 11 pages, 16 figures 

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No more 996: Understanding Deep Learning Inference Serving with an Automatic Benchmarking System


Nov 12, 2020
Huaizheng Zhang, Yizheng Huang, Yonggang Wen, Jianxiong Yin, Kyle Guan

* 13 pages, 15 figures 

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No more 996: Understanding Deep Learning Inference Serving with an Automatic Benchmarking system


Nov 04, 2020
Huaizheng Zhang, Yizheng Huang, Yonggang Wen, Jianxiong Yin, Kyle Guan

* 13 pages, 15 figures 

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MLModelCI: An Automatic Cloud Platform for Efficient MLaaS


Jun 09, 2020
Huaizheng Zhang, Yuanming Li, Yizheng Huang, Yonggang Wen, Jianxiong Yin, Kyle Guan

* 4 pages, 4 figures 

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