GPU Pool Bottleneck Analysis

Analyze GPU cluster capacity across multiple clusters, predict bottlenecks under increased inference QPS, and recommend concrete actions (scale, throttle, or reroute).

REQUIRED SUB-SKILL: Use dce for all command execution, auth checks, and catalog discovery.

SCOPE: Read-only analysis. This skill does NOT create, modify, or delete any resources.

When to Use

• "If traffic increases by 30%, which GPU pool will bottleneck first?"
• "Should we scale, throttle, or change routing for GPU workloads?"
• "GPU capacity planning across clusters"
• "Which cluster has the most GPU headroom?"
• "Predict GPU saturation under load increase"