Deployment of ML Models using Kubeflow on Different Cloud Providers. (arXiv:2206.13655v1 [cs.LG])

This project aims to explore the process of deploying Machine learning models
on Kubernetes using an open-source tool called Kubeflow [1] - an end-to-end ML
Stack orchestration toolkit. We create end-to-end Machine Learning models on
Kubeflow in the form of pipelines and analyze various points including the ease
of setup, deployment models, performance, limitations and features of the tool.
We hope that our project acts almost like a seminar/introductory report that
can help vanilla cloud/Kubernetes users with zero knowledge on …

arxiv cloud deployment kubeflow lg ml ml models