MLModelCI : an automatic cloud platform for efficient MLaaS
MLModelCI provides multimedia researchers and developers with a one-stop platform for efficient machine learning (ML) services. The system leverages DevOps techniques to optimize, test, and manage models. It also containerizes and deploys these optimized and validated models as cloud services (ML...
Main Authors: | Zhang, Huaizheng, Li, Yuanming, Huang, Yizheng, Wen, Yonggang, Yin, Jianxiong, Guan, Kyle |
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Other Authors: | School of Computer Science and Engineering |
Format: | Conference Paper |
Language: | English |
Published: |
2021
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Subjects: | |
Online Access: | https://hdl.handle.net/10356/152994 |
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