MLModelCI : an automatic cloud platform for efficient MLaaS

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...

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Bibliographic Details
Main Authors: Zhang, Huaizheng, Li, Yuanming, Huang, Yizheng, Wen, Yonggang, Yin, Jianxiong, Guan, Kyle
Other Authors: School of Computer Science and Engineering
Format: Conference Paper
Language:English
Published: 2021
Subjects:
Engineering::Computer science and engineering
Engineering::Computer science and engineering::Computing methodologies
Cloud Computing
Inference Serving
Online Access:https://hdl.handle.net/10356/152994

Internet

https://hdl.handle.net/10356/152994

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