How good are machine learning clouds? Benchmarking two snapshots over 5 years-Reference-Cited by-同舟云学术

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How good are machine learning clouds? Benchmarking two snapshots over 5 years

Published:2024-03-15 Issue:3 Volume:33 Page:833-857
ISSN:1066-8888
Container-title:The VLDB Journal
language:en
Short-container-title:The VLDB Journal

Author:

Jiang Jiawei^ORCID,Wei Yi,Liu Yu,Wu Wentao,Hu Chuang,Zheng Zhigao,Zhang Ziyi,Shao Yingxia,Zhang Ce

Funder

National Key R &D Program of China

Key Research and Development Program of Hubei Province

Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung

Innosuisse/SNF BRIDGE Discovery

Horizon 2020 Framework Programme

Publisher

Springer Science and Business Media LLC

Link

https://link.springer.com/content/pdf/10.1007/s00778-024-00842-3.pdf

Reference51 articles.

1. https://archive.ics.uci.edu/ml/datasets/

2. Aguilar Melgar, L., et al.: Ease.ml: a lifecycle management system for machine learning. In: 11th Annual Conference on Innovative Data Systems Research (CIDR 2021) (virtual). CIDR (2021)

3. Amazon: Amazon cloud. http://docs.aws.amazon.com/machine-learning/latest/dg/learning-algorithm.html (2021)

4. Amazon: Amazon sagemaker autopilot. https://aws.amazon.com/sagemaker/autopilot/ (2021)

5. Auto, I.: Ibm autoai. https://www.ibm.com/cloud/watson-studio/autoai (2021)

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