유휴 Inference GPU Pool을 이용한 GPU Job 스케줄링

LG AI Research's approach demonstrates how to overcome GPU scarcity by optimizing operational structures rather than simply increasing hardware investments. By utilizing vLLM-based metrics and a Best-effort scheduling strategy, organizations can significantly reduce costs while maintaining service stability. This model provides a practical blueprint for LLM-driven enterprises to maximize resource utilization in an era of expensive compute.