Horizontal vs Vertical Scaling in AI Infrastructure
Scaling Strategies Compared
Horizontal scaling adds more machines, while vertical scaling increases resource capacity on a single machine.
When to Use Each
- Horizontal scaling for distributed workloads
- Vertical scaling for compute-intensive tasks
Choosing the right approach improves performance and cost efficiency.
