Sunho Song – Medium

Sunho Song
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Dev Genius

mlflow model tracking with oidc authentication

mlflow oidc custom authentication

2 min readFeb 10, 2024

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mlflow model tracking with oidc authentication

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Sunho Song
in
Dev Genius

mlflow oidc custom authentication

Using the model tracking function provided by mlflow allows you to manage model history, which is very convenient when developing models…

3 min readDec 27, 2023

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Sunho Song

How to build NVIDIA gpu driver image for rocky linux for gpu operator

In the last article, we looked at a simple way to use the gpu operator in Rocky Linux. However, the centos8 image is not provided for gpu…

4 min readNov 9, 2022

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Sunho Song

How to install NVIDIA GPU Operator with A100 on Kubernetes base Rocky linux

In the meantime, how to configure nvidia gpu in kubernetes was very tricky. To provision a simple GPU pod, we had to build essential…

6 min readDec 17, 2021

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NVIDIA GPU Operator

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Sunho Song

Configuration of the Kubernetes cluster with external ETCD for a lab environment (3)

In the previous article, the Control Plane node was initialized by connecting an external ETCD node. Next, let’s initialize the Worker…

2 min readNov 10, 2021

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Configuration of the Kubernetes cluster with external ETCD for a lab environment (3)

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Sunho Song

Configuration of the Kubernetes cluster with external ETCD for a lab environment (2)

In the control plane server, kube-apiserver, kube-scheduler, and kube-controller-manager are executed. In general, ETCD is also executed…

8 min readOct 30, 2021

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Configuration of the Kubernetes cluster with external ETCD for a lab environment (2)

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Sunho Song

Configuration of the Kubernetes cluster with external ETCD for a lab environment (1)

This time, let’s configure the Kubernetes cluster, which can be said to be the main part of the lab environment. Since Kubernetes…

6 min readOct 22, 2021

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Configuration of the Kubernetes cluster with external ETCD for a lab environment (1)

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Sunho Song

Configuration the keycloak server for SSO(Single-Sign-On) for a lab environment (2)

Continuing from the last time(Configuration the keycloak server for SSO(Single-Sign-On) for a lab environment), This time we will connect…

4 min readOct 14, 2021

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Configuration the keycloak server for SSO(Single-Sign-On) for a lab environment (2)

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Sunho Song

Configuration the keycloak server for SSO(Single-Sign-On) for a lab environment (1)

Continuing from the last time(Configuration the PostgreSQL database for metadata using PGPool on lab environment), this time, we will…

7 min readOct 7, 2021

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Configuration the keycloak server for SSO(Single-Sign-On) for a lab environment (1)

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Sunho Song

Configuration the PostgreSQL database for metadata using PGPool on lab environment

Continuing from the last time(Configuration the 389 directory server for authentication and authorization for lab environment), this time…

8 min readOct 3, 2021

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Configuration the PostgreSQL database for metadata using PGPool on lab environment

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Sunho Song

Sunho Song

I have developed an AI platform for semiconductor defect analysis. I am very interested in MLOps and love to learn new skills.

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