What is the impact of scalability on systems?

What is the impact of scalability on systems?

Scalability refers to a system's ability to handle growth, whether in users, transactions, or data. It impacts performance, reliability, and cost.

Can you explain the difference between vertical and horizontal scalability?

Vertical scalability involves adding more power to a single machine, while horizontal scalability means adding more machines to distribute the load.

What are some challenges associated with scaling a system?

Challenges include managing increased complexity, ensuring data consistency, and maintaining performance under load.

How can I determine if my system is scalable?

You can assess scalability by testing performance under increased loads, monitoring resource usage, and evaluating response times.

What tools can help with scaling systems?

Tools like load balancers, cloud services, and container orchestration platforms can assist in scaling systems effectively.