Building scalable AI infrastructure on the cloud requires careful planning and architecture decisions to ensure performance, cost-efficiency, and reliability.
Cloud Advantages for AI
Cloud platforms offer elastic compute resources, managed services, and global reach that are ideal for AI workloads.
Best Practices
- Use managed services where possible
- Implement auto-scaling
- Optimize for cost
- Ensure data security and compliance
- Monitor and optimize performance