home/categories/containers/bagelhole-devops-security-agent-skills-infrastructure-local-ai-llm-inference-scaling-skill-md
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llm-inference-scaling

Auto-scale LLM inference clusters on Kubernetes using KEDA, custom GPU metrics, and horizontal pod autoscaling. Handle traffic spikes, implement queue-based scaling, and optimize cost with spot instances for AI workloads.

BagelHole
maintainer
BagelHole
업데이트됨 3/2/2026
스타
18
포크
2
quick start

Installation and usage

Auto-scale LLM inference clusters on Kubernetes using KEDA, custom GPU metrics, and horizontal pod autoscaling. Handle traffic spikes, implement queue-based scaling, and optimize cost with spot instances for AI workloads.

설치
$ install --globalskills.sh
사용법

설치 후 터미널에서 다음 명령을 실행하여 이 스킬을 사용할 수 있습니다:

skills use llm-inference-scaling