Scalability

Scalability is the measure of how well a system responds to changes by adding or removing resources to meet demands.

Let's discuss different types of scaling:

Vertical scaling#

Vertical scaling (also known as scaling up) expands a system's scalability by adding more power to an existing machine. In other words, vertical scaling refers to improving an application's capability via increasing hardware capacity.

Advantages#

• Simple to implement
• Easier to manage
• Data consistent

Disadvantages#

• Risk of high downtime
• Harder to upgrade
• Can be a single point of failure

Horizontal scaling#

Horizontal scaling (also known as scaling out) expands a system's scale by adding more machines. It improves the performance of the server by adding more instances to the existing pool of servers, allowing the load to be distributed more evenly.

Advantages#

• Increased redundancy
• Better fault tolerance
• Flexible and efficient
• Easier to upgrade

Disadvantages#

• Increased complexity
• Data inconsistency
• Increased load on downstream services