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ECO-ARC-ARCH-020

Name: Underutilized GPU/accelerator resources

Category: ARC

Family: ARCH

Primary layer: architecture

System layers: architecture

Description

Accelerators running idle waste significant power and cost.

Impact

  • confidence: 0.65
  • notes: High in AI workloads.
  • type: cost

Detection

  • languages:
  • infra
  • method: trace

Remediation

  • guidance: Consolidate workloads; enable autoscaling; batch inference.
  • tradeoffs: Scheduling complexity.

Pattern examples

No pattern examples provided.

Remediation examples

No remediation examples provided.