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 are the three major aspects that are important for engineers and architects when developing applications?

Explain the concept of vertical scaling and provide an example of its application.

What are the limitations of vertical scaling?

Describe the advantages of horizontal scaling compared to vertical scaling.

How does a load balancer function in a horizontally scaled application?

What is the primary disadvantage of cloud scalability mentioned in the text?

Why is it important for cloud users to control the scalability of their applications?