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How-to guides

Create AI&MLOps Platform

Users can create the service by entering the required information for the AI&MLOps Platform and selecting detailed options through the Samsung Cloud Platform Console.

To create an AI&MLOps Platform, follow these steps.

  1. Click the All Services > AI/ML > AI&MLOps Platform menu. You will be taken to the Service Home page of AI&MLOps Platform.
  2. Service Home page, click the AI&MLOps Platform Create button. You will be taken to the AI&MLOps Platform Create page.
  3. On the AI&MLOps Platform creation Service Type Selection page, enter the information required to create the service and select detailed options.
    • Select the service type in the Service Type and Version Selection area.
      Category
      Required
      		Detailed description
      Service typeRequiredService type selected by the user
      • AI&MLOps Platform
      • Kubeflow Mini
      Service type versionRequiredSelect version of the selected service
      • Provide a list of versions of the offered service
      Table. AI&MLOps Platform service types and version selection items
    • Cluster Deployment Area Classification Select the options required to create a service in this area.
      Category
      Required
      		Detailed description
      Cluster deployment areaRequired
      • Deploy from Kubernetes Engine: Select the previously created Kubernetes Engine
      • Deploy to a new cluster: When creating the AI&MLOps Platform, also create a Kubernetes Engine
      Table. AI&MLOps Platform Service Cluster Deployment Area Classification Items
      Reference
      The configuration elements on the following Service Information Input page vary depending on the cluster deployment settings.
  4. On the Service Information Input page of AI&MLOps Platform Creation, enter the information required to create the service and select detailed options.
  5. On the Creation Information Check page of AI&MLOps Platform creation, review the detailed information you created and the estimated billing amount, and click the Complete button.
    • Once creation is complete, check the created resources on the AI&MLOps Platform Service List page.

Check detailed information of AI&MLOps Platform

The AI&MLOps Platform service allows you to view and edit the full list of resources and detailed information. AI&MLOps Platform Service Details page consists of Details, Tags, Activity History tabs.

To view detailed information about the AI&MLOps Platform service, follow the steps below.

  1. Click the All Services > AI/ML > AI&MLOps Platform Service menu. Navigate to the Service Home page of the AI&MLOps Platform Service.
  2. On the Service Home page, click the AI&MLOps Platform menu. You will be taken to the AI&MLOps Platform Service List page.
  3. On the AI&MLOps Platform Service List page, click the resource to view detailed information. You will be taken to the AI&MLOps Platform Service Details page.
    • AI&MLOps Platform Service Details page displays status information and additional feature information, and consists of Details, Tags, Activity History tabs.

Detailed Information

AI&MLOps Platform Service List page lets you view detailed information of the selected resource and edit the information if needed.

Category
Detailed description
serviceService name
Resource TypeResource Type
SRNUnique resource ID in Samsung Cloud Platform
Resource nameResource name
  • In the AI&MLOps Platform service, it refers to the cluster name
Resource IDUnique resource ID in the service
constructorUser who created the service
Creation date and timeService creation date and time
editorUser who edited the service information
Modification dateDate and time the service information was modified
Dashboard statusDashboard status value
Service nameService name
Admin Email AddressAdministrator email address
image nameService image name
VersionImage version
Service typeDeployed service type
Table. AI&MLOps Platform Service Detailed Information Items

tag

AI&MLOps Platform Service List page lets you view the tag information of the selected resource, and you can add, modify, or delete it.

CategoryDetailed description
Tag listTag list
  • You can view the Key and Value information of the tag
  • Up to 50 tags can be added per resource
  • When entering a tag, you can search and select from the list of previously created Keys and Values
Table. Cluster Tag Tab Items

Job History

AI&MLOps Platform Service List page lets you view the operation history of the selected resource.

CategoryDetailed description
Task History ListResource Change History
  • You can view operation details, operation time, resource type, resource name, operation result, and operator information
  • Operation History List Click the relevant resource in the list. Operation History Details A popup window will open.
Table. AI&MLOps Platform Service Job History Tab Detailed Information Items

Access AI&MLOps Platform

To access the AI&MLOps Platform dashboard, you must complete the prerequisite steps.

Preliminary work

To access the AI&MLOps Platform, you must preconfigure the relevant ports and the IP addresses required for connection in the Security Group and Firewall (if using a firewall).

  • Kubeflow Mini: port 31390 (inbound rules of Security Group, VPC firewall)

  • To access the cluster’s worker node, you must set an inbound rule for port 22 on the Security Group and Firewall (when using a VPC firewall).

Access Dashboard

To access the AI&MLOps Platform service, follow these steps.

  1. Click the All Services > AI/ML > AI&MLOps Platform Service menu. You will be taken to the Service Home page of the AI&MLOps Platform service.
  2. Click the AI&MLOps Platform Service menu on the Service Home page. You will be taken to the AI&MLOps Platform Service List page.
  3. Click the resource to view detailed information on the AI&MLOps Platform Service List page. You will be taken to the AI&MLOps Platform Details page.
  4. AI&MLOps Platform Details on the page, click the Access Guide button. The Access Guide popup window opens.
  5. Access Guide In the popup window, click the dashboard’s URL link. You will be taken to the corresponding dashboard page.
Caution
When using a public subnet and assigning a public IP, you may be exposed to security attacks such as external hacking and malware infection.

Terminate AI&MLOps Platform

You can cancel the unused service to reduce operating costs. However, canceling the service may cause the running service to stop immediately, so you should thoroughly consider the impact of service interruption before proceeding with the cancellation.

Caution
Please note that data cannot be recovered after terminating the service.

To cancel the AI&MLOps Platform, follow the steps below.

  1. Click the All Services > AI/ML > AI&MLOps Platform Service menu. Navigate to the Service Home page of the AI&MLOps Platform Service.
  2. On the Service Home page, click the AI&MLOps Platform Service menu. You will be taken to the AI&MLOps Platform Service List page.
  3. Click the resource to view detailed information on the AI&MLOps Platform Service List page. You will be taken to the AI&MLOps Platform Details page.
  4. AI&MLOps Platform Details on the page, click the Cancel Service button. The Cancel Service popup will open.
  5. After entering the service name for verification, click Confirm.
  6. When termination is complete, check on the AI&MLOps Platform Service List page whether the resource has been terminated.
Overview
Cluster Deployment