Workspaces
A workspace is your team's slice of the Vantage cluster. Workspaces hold quota (CPUs, memory, GPUs, storage), an RBAC scope, and a cost envelope. Resources you create in Vantage live inside one workspace at a time. The current workspace is shown in the top-right of the screen, switch with the workspace picker.
Quota
Every workspace has a resource ceiling: CPU cores, memory, GPU count, and storage capacity. Quota is set by your admin and enforced at resource creation time. When you try to start a Workbench session or submit a job that would exceed the workspace quota, Vantage blocks it.
Quota is not the same as usage. A workspace might have 16 GPUs of quota but only 4 in active use, the remaining 12 are available for new workloads. Check your workspace's current utilization on the Dashboard.
Cost envelope
Each workspace tracks accumulated spend. Every active resource, running sessions, provisioned nodes, persistent storage, accrues cost against the workspace. The Dashboard shows burn rate ($/hr), accumulated cost, and idle spend.
Cross-references
- Teams and IAM: who can access which workspaces and what they can do
- Compute and clusters: the infrastructure behind workspace quota