DevOps & Infrastructure
GPU Autoscaling on Kubernetes with KEDA: Scale-to-Zero for AI Workloads
Cut cloud infrastructure bills by automatically scaling expensive GPU worker pods to zero during off-peak hours using KEDA queue triggers.
4 min
Event-Driven Scale-to-Zero
KEDA monitors Redis or RabbitMQ job queues. When the queue is empty, GPU worker nodes terminate, eliminating idle cloud GPU costs.