Allocation strategy

**Specified Group > Specified Region > Prioritize Nearest Distance > Prioritize Existing Pre-boot Instances > Prioritize Minimum Concurrency > Prioritize Synced Applications > Prioritize Low Resource Utilization**

- When a **group** is specified, the system will only allocate resources to nodes within that group.

- When a **region** is specified, the system will prioritize allocating resources to nodes in that region. If the resources in that region are insufficient, the system will consider allocating resources to other regions.

- If neither a group nor a region is specified, the system will allocate resources to the server cluster partition closest to the client. If the resources in that partition are inadequate, the system will randomly allocate resources to other regions.

- If there is a **pre-boot** instance on the current node, the system will allocate resources directly to that node.

- The system will prioritize sorting nodes based on their **concurrency**, preferring to allocate resources to nodes with lower concurrency.

- When filtering nodes, the system will check if the node has **synced** applications and prioritize allocating resources to nodes with synced applications.

- The system will check the **resource utilization** of nodes, and if the usage of GPU, CPU, or memory exceeds 85% on any of these, the system will no longer allocate resources to that node.