Scenario 1: Building a Scalable Web Application Imagine, developing a web application that is expected to experience rapid growth in user traffic. Task is to select the most suitable EC2 instance, size, and storage solutions for the application. What are the key criteria for selecting the optimal EC2 instance and size for a scalable web application? How can AWS storage solutions (e.g., EBS, S3, ...) support data storage and management for the application? What AWS services can be integrated to optimize performance, redundancy, and scalability of the web application?
Scenario 2: Selecting EC2 Instance Types and Storage for Machine Learning/Deep Learning Workloads, tasked with setting up a cloud-based environment for a machine learning or deep learning project. Need to decide on the most suitable AWS EC2 instance types and storage solutions for the specific problem. What factors and considerations should influence the decision when selecting the appropriate EC2 instance and storage configurations for a machine learning or deep learning problem in the AWS cloud?