Intermediate40 min
AI Cost Optimization
Reduce infrastructure costs while maintaining performance
Last updated: 2024-12-28
Prerequisites
- Cloud pricing
- Resource management
- Performance profiling
1. Analyze Current Costs
Break down costs by compute, storage, and network to identify optimization opportunities.
2. Implement Caching
Cache frequent queries and responses to reduce redundant inference calls.
3. Right-Size Resources
Match instance types and model sizes to actual workload requirements.