Create Google Cloud Service Account for Concurrent for MLflow

This section describes the process of creating a Google Cloud Service Account for Concurrent for MLflow. Google Cloud Service Accounts are created in the context of a project.

Step 1: Create Service Account

Browse to the specific project in the google cloud console, and click on Create Service Account as shown below

Add the following three Roles to this Service Account

• Cloud Build Service Account
• Container Registry Service Agent
• Kubernetes Engine Service Agent

When you click on the IAM And Permissions page and choose the IAM item in the left navbar, the table displayed should have an entry such as the following:

Step 2: Create Key For Service Account

Browse to the specific project in the google cloud console, and click on the IAM And Permissions page and choose the Service Accounts item in the left navbar. Click on the three vertical dots in the Actions column of the table in the row for your service account. Click on Manage Keys and create a key. Download the json key. You will use this key to configure your GKE cluster.