Cluster deployment

Cluster deployment area

Samsung Cloud Platform offers two cloud deployment regions in the AI&MLOps Platform creation’s service type selection.

• Deploy in SCP Kubernetes Engine
• Deploy to new cluster

Depending on the selection of the cluster deployment region, the installation details on the AI&MLOps Platform creation service information input page differ.

Deploy on SCP Kubernetes Engine

1. All Services > AI/ML > AI&MLOps Platform Click the menu. 1. Navigate to the Service Home page of the AI&MLOps Platform.
2. On the Service Home page, click the Create AI&MLOps Platform button. 2. Navigate to the Create AI&MLOps Platform page.
3. On the Service Type and Version Selection page of AI&MLOps Platform creation, enter the information required to create the service and select detailed options.
   Cluster deployment

   Please select the Deploy on SCP Kubernetes Engine option.
4. AI&MLOps Platform Creation’s Service Information Input page: enter the information required to create the service and select detailed options.
   • Service Information Input area, enter or view the information required to create a service.

     구분	Required	Detailed description
     Service Name	Required	Enter AI&MLOps Platform name AI&MLOps Platform name cannot be duplicated within the project
     Storage Class	Required	Storage Class is automatically registered
     Installation node information	Lookup	Check the node information of the selected Kubernetes Engine
     Admin Email Address	Required	Enter the administrator (Admin) email address to use for login
     Password	required	Enter the password to use for login
     Confirm password	Required	Re-enter the password to prevent password errors

     Table. AI&MLOps Platform Service Information Input Items
   • Additional Information Input area, enter or select the information needed to create the service.

     Category	Required	Detailed description
     tag	Select	Select tags to add to the AI&MLOps Platform Click Add Tag to create a new tag or add an existing tag Up to 50 tags can be registered The newly added tags are applied after the service creation is completed

     Table. AI&MLOps Platform Service Additional Information Input Items

Deploy to a new cluster

1. All Services > AI/ML > AI&MLOps Platform Click the menu. 1. Navigate to the Service Home page of the AI&MLOps Platform.
2. On the Service Home page, click the Create AI&MLOps Platform button. 2. Go to the AI&MLOps Platform Creation page.
3. On the Service Type and Version Selection page of AI&MLOps Platform creation, enter the information required to create the service and select detailed options.
   Cluster deployment

   Select the Deploy to a new cluster option.
4. On the Service Information Input page of AI&MLOps Platform creation, enter the information required to create a service and select detailed options.

   • Service Information Input area, enter or view the information required for service creation.

     Category	Required	Detailed description
     Service Name	Required	Enter AI&MLOps Platform name AI&MLOps Platform name cannot be duplicated within a project
     Storage Class	Required	Storage Class is automatically registered
     Installation node information	Lookup	Check the node information of the selected Kubernetes Engine
     Admin Email Address	Required	Enter the administrator (Admin) email address to use for login
     Password	Required	Enter the password to use for login
     Confirm password	Required	Re-enter the password to prevent password errors

     Table. AI&MLOps Platform Service Information Input Items

   • Kubernetes Engine Information Input Enter or select the required information in the area.

     Category	Required status	Detailed description
     Cluster name	Required	Cluster name must start with an English letter and may use English letters, numbers, and special characters (-) Enter within 3 to 30 characters
     Control Plane Settings > Kubernetes Version	required	Select Kubernetes version
     Control Area Settings > Control Area Logging	Selection	Select whether to enable control plane logging Audit/Event logs from the cluster control plane can be viewed in Cloud Monitoring’s log analysis Each account receives 1 GB of free log storage for all services, and logs exceeding 1 GB are deleted sequentially For more details, refer to Cloud Monitoring > log analysis
     Network Settings	Required	Network connection settings for the node pool VPC: Select a pre‑created VPC Availability Zone: Choose the Availability Zone of the selected VPC Subnet: Select a standard Subnet to use from the subnets of the selected VPC Security Group: Click the Search button and then select a Security Group in the Select Security Group popup Load Balancer: Provides the type:LoadBalancer feature in a Kubernetes Service object Select a load balancer on the same network Use: select whether to enable Cannot be changed after configuration
     File Storage Settings	Required	Select the file storage volume to use in the cluster Default Volume (NFS): Select File Storage via the Search button Default Volume file storage offers only the NFS format

     Table. Kubernetes Engine service information entry items

   • In the Node Pool Information Input area, enter or select the required information.

     Category	Required	Detailed description
     Node pool configuration	Required	Select node pool information * Marked items are required fields, so they must be entered For the AI&MLOps Platform, image size can continuously increase depending on usage, so setting Block Storage to at least 200GB enables smooth system configuration

     Table. AI&MLOps Platform Service Information Input Items
     Reference

     • A Windows OS node pool can be created only when an additional storage (CIFS) volume is in use in the cluster.
     • Volume encryption for node pool Block Storage can only be set at initial creation.
       • Enabling encryption may cause performance degradation in some features.
     • You can enter node count, minimum node count, maximum node count only when you have selected the node pool auto‑scaling or shrinking feature.

   • In the Additional Information Input area, enter or select the required information.

     Category	Required	Detailed description
     tag	Select	Select tags to add to the AI&MLOps Platform Click Add Tag to create a new tag or add an existing tag Up to 50 tags can be registered The newly added tags are applied after the service creation is completed

     Table. AI&MLOps Platform service information input items

Cluster specifications

To use the AI&MLOps Platform, you need a Kubernetes Engine to install the AI&MLOps Platform. You can select an existing Kubernetes Engine, or create a Kubernetes Engine together when creating the AI&MLOps Platform.

The specifications of the Kubernetes cluster required for installation are as follows.

• Node pool resource size (composed of two or more nodes)

  • AI&MLOps Platform: vCPU 32, Memory 128G or more Kubeflow Mini: up to vCPU 24, Memory 96G

Kubernetes version

AI&MLOps Platform v1.9.1 (k8s v1.30) Kubeflow Mini v1.9.1 (k8s v1.30)