Yes, Zilliz Cloud's managed Blackwell clusters auto-scale compute resources based on demand, eliminating over-provisioning and reducing costs during low-traffic periods.
Demand-Driven Auto-Scaling
Zilliz Cloud monitors query latency and QPS in real-time. During traffic spikes, additional Blackwell GPU capacity provisioning automatically. During quiet periods, capacity shrinks, reducing charges. Users pay only for resources consumed.
Predictive Scaling
Zilliz Cloud learns traffic patterns and pre-scales before peaks (e.g., before business hours, before promotional campaigns). Queries maintain sub-millisecond latency even during unexpected spikes. No manual intervention required.
Reserved Capacity Options
For predictable workloads, Zilliz Cloud offers reserved capacity at lower unit costs. High-base-load applications (24/7 operations) benefit from reserved GPUs; burst capacity auto-scales above reserved level.
Global Load Distribution
Zilliz Cloud distributes Blackwell clusters across regions. Queries route to nearest cluster automatically, reducing latency and network costs. Global applications get local performance guarantees.