A company is planning to run an AI/ML workload on AWS. The company needs to train a model on a dataset that is in Amazon S3 Standard. A model training application requires multiple compute nodes and single-digit millisecond access to the data.
Which solution will meet these requirements in the MOST cost-effective way?
A company runs an application as a task in an Amazon Elastic Container Service (Amazon ECS) cluster. The application must have read and write access to a specific group of Amazon S3 buckets. The S3 buckets are in the same AWS Region and AWS account as the ECS cluster. The company needs to grant the application access to the S3 buckets according to the principle of least privilege.
Which combination of solutions will meet these requirements? (Select TWO.)
A company has customers located across the world. The company wants to use automation to secure its systems and network infrastructure The company's security team must be able to track and audit all incremental changes to the infrastructure.
Which solution will meet these requirements?
A finance company has a web application that generates credit reports for customers. The company hosts the frontend of the web application on a fleet of Amazon EC2 instances that is associated with an Application Load Balancer (ALB). The application generates reports by running queries on an Amazon RDS for SQL Server database.
The company recently discovered that malicious traffic from around the world is abusing the application by submitting unnecessary requests. The malicious traffic is consuming significant compute resources. The company needs to address the malicious traffic.
Which solution will meet this requirement?
A website uses EC2 instances with Auto Scaling and EFS. How can the company optimize costs?
A company runs multiple applications in multiple AWS accounts within the same organization in AWS Organizations. A content management system (CMS) runs on Amazon EC2 instances in a VPC. The CMS needs to access shared files from an Amazon Elastic File System (Amazon EFS) file system that is deployed in a separate AWS account. The EFS account is in a separate VPC.
Which solution will meet this requirement?
A company needs a data encryption solution for a machine learning (ML) process. The solution must use an AWS managed service. The ML process currently reads a large number of objects in Amazon S3 that are encrypted by a customer managed AWS KMS key. The current process incurs significant costs because of excessive calls to AWS Key Management Service (AWS KMS) to decrypt S3 objects. The company wants to reduce the costs of API calls to decrypt S3 objects.
A company has developed a non-production application that is composed of multiple microservices for each of the company's business units. A single development team maintains all the microservices.
The current architecture uses a static web frontend and a Java-based backend that contains the application logic. The architecture also uses a MySQL database that the company hosts on an Amazon EC2 instance.
The company needs to ensure that the application is secure and available globally.
Which solution will meet these requirements with the LEAST operational overhead?