Added three papers to the "MLOps papers" section

visenger / awesome-mlops

A curated list of references for MLOps

https://ml-ops.org

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Added three papers to the "MLOps papers" section #41

Closed stefanodallapalma closed 3 years ago

stefanodallapalma commented 3 years ago

Added the following papers:

Challenges in deploying machine learning: a survey of case studies. (https://arxiv.org/abs/2011.09926)
Challenges in the deployment and operation of machine learning in practice. (https://aisel.aisnet.org/ecis2019_rp/163/)
On Challenges in Machine Learning Model Management. (https://web.kaust.edu.sa/Faculty/MarcoCanini/classes/CS290E/F19/papers/challenges.pdf)

visenger commented 3 years ago

Hi @stefanodallapalma, Great papers! Would you please add them in a Chicago citing style to keep the list consistently? Thank you in advance!

stefanodallapalma commented 3 years ago

@visenger done! May I suggest to simplify the format for the MLOps papers section? I see some are in Chicago style and others are different. Furthermore, adding the authors and publisher info makes the list a bit confusing IMHO. However, I could open an issue to explain more in detail my idea.

visenger commented 3 years ago

@stefanodallapalma thanks! Yes, you are absolutely right! I also have been thinking about it. Would you take the lead and "chicago-fy" the paper's references?