home/categories/containers/bagelhole-devops-security-agent-skills-infrastructure-local-ai-llm-inference-scaling-skill-md
containersdevops
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.
maintainer
BagelHole
更新於 3/2/2026
星標
18
分支
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.
安裝
$ install --globalskills.sh
使用
安裝後，您可以透過在終端機執行以下指令來使用此技能：
skills use llm-inference-scaling