When should I scale my data infrastructure?

When should I consider scaling my data infrastructure?

You should consider scaling when your current system struggles with performance, or when data growth exceeds capacity.

What are some signs that my data infrastructure needs scaling?

Signs include slow query responses, frequent downtime, and inability to handle increased data loads.

Is there a specific metric I should monitor?

Yes, monitor metrics like CPU usage, memory usage, and disk I/O to gauge when scaling is necessary.

What are the different scaling options available?

You can scale vertically by upgrading existing hardware or horizontally by adding more machines to your infrastructure.