ECO-AIM-AI-013 — No GPU utilization monitoring¶

Category: AI/ML (AIM)
Family: AI (AI)
Layer: AI
Tier: 4
Severity: warning
Tags: gpu, observability
Legacy ID: ECO-AI-013

Summary¶

Without GPU utilization metrics, accelerator waste stays invisible.

You can’t right-size accelerators without seeing utilization.

{
  "confidence": 0.8,
  "notes": "Systemic maturity.",
  "type": "cost"
}

{
  "languages": [
    "infra"
  ],
  "method": "config"
}

{
  "guidance": "Add GPU metrics, dashboards, and alerts.",
  "tradeoffs": "Telemetry overhead."
}

{
  "system_layers": [
    "ai"
  ]
}