Data Science Model Deployments and Cloud Computing on GCP - Introduction to Cloud Run

The video introduces Cloud Run, a Google Cloud service offering a fully managed compute environment for stateless applications. It explains the difference between stateless and stateful applications, highlighting that Cloud Run is designed for the former. The video also discusses Cloud Run's features, such as automatic scaling and cost efficiency, and compares it with Google App Engine, which supports both stateless and stateful applications. The video concludes with a preview of the next session, which will involve deploying an application on Cloud Run.

What is Cloud Run primarily designed for?

• Mobile applications

• Hybrid applications

• Stateless applications

• Stateful applications

Which of the following best describes a stateless application?

• An application that requires user login

• An application that performs a specific task without relying on previous data

• An application that stores user data for future sessions

• An application that runs on a dedicated server

Which type of application is Facebook an example of?

• Stateless application

• Serverless application

• Stateful application

• Containerized application

What is a key difference between Cloud Run and Google App Engine?

• Cloud Run supports both stateful and stateless applications

• App Engine is only for stateless applications

• App Engine does not support web applications

• Cloud Run is only for stateless applications

Which service automatically scales based on demand and traffic?

• Google Compute Engine

• Google Cloud Functions

• Google Kubernetes Engine

• Cloud Run