Managing high-demand GPU workloads across heterogeneous cloud environments requires sophisticated orchestration to avoid compute starvation and spiraling cloud bills. WOVEN DATA’s Kubernetes-native GPU controller dynamically shifts AI workloads between AWS H100s, GCP A100s, and bare-metal GPU clusters based on real-time spot pricing and workload urgency.
