| Param | Vertical Scaling | Horizontal Scaling |
|---|---|---|
| Software architecture changes | No | Yes |
| Latency | Faster (local communication) | Slower over network |
| Single system hardware limitations | Yes | No |
| Single point of failure | Yes | No |
- database scaling : database sharding based on indexes
- compute scaling