Vertex AI introduces flex-start VMs for cost-effective inference jobs
AI Impact Summary
Google is introducing flex-start VMs, a new type of virtual machine optimized for short-duration inference workloads. These VMs leverage Dynamic Workload Scheduler to provide significant cost savings for users running inference jobs, particularly those with intermittent or bursty demand. This represents a new option for optimizing AI inference costs, though users will need to evaluate if this new offering aligns with their specific workload requirements.
Affected Systems
Business Impact
Organizations can reduce their AI inference costs by utilizing flex-start VMs, particularly for workloads with fluctuating demand.
- Date
- Date not specified
- Change type
- capability
- Severity
- high