ECO-ARC-ARCH-020 — Underutilized GPU/accelerator resources¶

Category: Architecture (ARC)
Family: Architecture (ARCH)
Layer: Architecture
Tier: 3
Severity: warning
Tags: gpu, ai
Legacy ID: ECO-ARCH-020

Summary¶

Accelerators running idle waste significant power and cost.

GPU idle burn is expensive; schedule and batch workloads.

{
  "confidence": 0.65,
  "notes": "High in AI workloads.",
  "type": "cost"
}

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

{
  "guidance": "Consolidate workloads; enable autoscaling; batch inference.",
  "tradeoffs": "Scheduling complexity."
}

{
  "system_layers": [
    "architecture"
  ]
}