Data Science Model Deployments and Cloud Computing on GCP - Scalability - Horizontal Versus Vertical Scaling

The video tutorial discusses the importance of scalability, security, and monitoring in application development. It explains vertical scaling, where a single server is upgraded, and horizontal scaling, which involves adding more servers. The advantages and limitations of both methods are covered, with a focus on the benefits of horizontal scaling, such as no single point of failure and easier scaling. The tutorial also highlights the cost implications of cloud scalability, emphasizing the need for control over scaling to manage expenses.

What new insight or understanding did you gain from this video?

Evaluate responses using AI:

OFF